DataFrame
NO COMPARISON TARGET
26980
ROWS
0
DUPLICATES
112.6 MB
RAM
75
FEATURES
18
CATEGORICAL
37
NUMERICAL
20
TEXT
2.3.1
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Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
1
id
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
26,980
(100%)
ZEROES:
---
MAX
1242719.8T
95%
1199841.8T
Q3
1045543.0T
MEDIAN
716712.5T
AVG
566802.6T
Q1
0.0T
5%
0.0T
MIN
0.0T
RANGE
1242719.8T
IQR
1045543.0T
STD
499805.9T
VAR
249805986336555657068544.0T
KURT.
-1.76
SKEW
-0.108
SUM
-16370.5T
2
listing_url
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
26,980
(100%)
1
<1%
-
-
https://www.airbnb.com/rooms/920645654779749874
1
<1%
-
-
https://www.airbnb.com/rooms/914948803487236897
1
<1%
-
-
https://www.airbnb.com/rooms/6287397
1
<1%
-
-
https://www.airbnb.com/rooms/586775909163528857
1
<1%
-
-
https://www.airbnb.com/rooms/48910330
1
<1%
-
-
https://www.airbnb.com/rooms/52948062
1
<1%
-
-
https://www.airbnb.com/rooms/1234063905156333762
26,973
>99%
-
-
(Other)
3
scrape_id
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
4
last_scraped
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
5
source
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
6
name
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
25,334
(94%)
32
<1%
-
-
Habitación con baño privado
24
<1%
-
-
Habitación
23
<1%
-
-
Habitación en Madrid
20
<1%
-
-
H. Individual In Reformed Residence has wifi & cen
19
<1%
-
-
Fantastic residence ``FUNWAY´´ north zone Madrid
19
<1%
-
-
Habitación privada
17
<1%
-
-
Habitación acogedora
26,826
>99%
-
-
(Other)
7
description
VALUES:
25,773
(96%)
MISSING:
1,207
(4%)
DISTINCT:
21,671
(80%)
243
<1%
-
-
Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe.
129
<1%
-
-
Enjoy the simplicity of this quiet, central home.
110
<1%
-
-
Enjoy the simplicity of this quiet and central place.
108
<1%
-
-
RESERVATION CONDITIONS. <br /><br />The tenant must to: 1) Provide information requested by the agency for the contract redaction. 2) Sign on “online” the reservation contract. 3) Pay a month of deposit and sign on the rental contract, for the delivery of keys.<br /><br />Ele
76
<1%
-
-
Enjoy the simplicity of this quiet and central accommodation.
68
<1%
-
-
This home is strategically located-it will be easy to plan your visit!
56
<1%
-
-
Break up with your day-to-day life and relax in this oasis of tranquility.
24,983
97%
-
-
(Other)
8
neighborhood_overview
VALUES:
12,749
(47%)
MISSING:
14,231
(53%)
DISTINCT:
10,059
(37%)
59
<1%
-
-
The area between Puerta del Sol and Gran Vía and its surroundings is undoubtly the axis around which Madrid's tourist, cultural and recreational life develops. This area is the starting point of any tourist route through the city, and in its absence, is a must for any visitor who wants to feel
33
<1%
-
-
We are located in the center of Madrid just 3 minutes from the GRAN VÍA Madrid with its musicals, shops, restaurants and creative spaces, Malasaña has been chosen El Barrio de Moda de Madrid<br />If the trip is for work, studies, for pleasure, or alone or in company our apartments is ideal
27
<1%
-
-
The Centro district in the heart of Madrid is just a few minutes walk from some of the city’s best nightlife, history and museums. Centro is home to everything you need to experience Madrid and all its energy, including the Prado Museum, the Thyssen or the Reina Sofía, the Plaza del Sol and the Plaz
24
<1%
-
-
In the last few years, the city of Madrid, capital of Spain, is one of the cities that is becoming a very attractive tourist destination for both Spanish and international tourists. Appart from the monuments that can be visited in Madrid, the charm of its main squares and streets, with emblematic pl
23
<1%
-
-
We are located in the center of Madrid just 10 minutes from THE SUN GATE and 8 minutes from the PLAZA MAYOR A few meters away you have the GRAN VIA Madrileña with its musicals, shops, restaurants and creative spaces, Malasaña has been chosen by the fashionable neighborhood of Madrid<br />If th
20
<1%
-
-
The apartment is located in the most turistic area of the heart of Madrid, only meters away from lovely restaurants, exclusive stores, historical sculptures, classical theaters, among other attractions.
20
<1%
-
-
It`s a very peaceful neighborhood and well communicated. It`s counts with all kind of shops, highlighting only 10 minutes away ( walking distace ), the Corte Ingles of Nuevos Ministerios.
12,543
98%
-
-
(Other)
9
picture_url
VALUES:
26,979
(>99%)
MISSING:
1
(<1%)
DISTINCT:
26,450
(98%)
13
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-951189222213518711/original/6a64338c-e444-4e66-8c25-20f8c1fc52b7.jpeg
8
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1151227538269735101/original/1477f703-3f9e-4c39-ab9f-d9463b123da9.jpeg
7
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-42153157/original/9a32f108-699e-4006-a651-76666caa9b95.jpeg
7
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-947750135472455702/original/1f198883-d3ae-488c-9ce3-b6fbd630e5bd.jpeg
6
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1031228404011579032/original/19a0a08b-2f1e-44b1-8aaf-3b992574e0e2.jpeg
6
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-941190865756416864/original/2ef66653-633d-4066-ad5c-cfb8570f6987.jpeg
6
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-53374276/original/83cf374d-a638-45c5-8a92-43ea5e3b7729.jpeg
26,926
>99%
-
-
(Other)
10
host_id
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
12,857
(48%)
ZEROES:
---
MAX
651.1M
95%
566.9M
Q3
440.1M
AVG
245.1M
MEDIAN
209.5M
Q1
48.4M
5%
4.3M
MIN
0.0M
RANGE
651.1M
IQR
391.7M
STD
199.4M
VAR
39754.5T
KURT.
-1.42
SKEW
0.292
SUM
6.6T
11
host_url
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
12,857
(48%)
322
1%
-
-
https://www.airbnb.com/users/show/291253690
314
1%
-
-
https://www.airbnb.com/users/show/346367515
312
1%
-
-
https://www.airbnb.com/users/show/377605855
254
<1%
-
-
https://www.airbnb.com/users/show/518713670
221
<1%
-
-
https://www.airbnb.com/users/show/434208714
193
<1%
-
-
https://www.airbnb.com/users/show/438136382
176
<1%
-
-
https://www.airbnb.com/users/show/576464572
25,188
93%
-
-
(Other)
12
host_name
VALUES:
26,977
(>99%)
MISSING:
3
(<1%)
DISTINCT:
4,559
(17%)
356
1%
-
-
Javier
337
1%
-
-
Jorge
322
1%
-
-
Fran Y Marta Isabel
314
1%
-
-
Ukio
312
1%
-
-
MIT House
260
<1%
-
-
Maria
260
<1%
-
-
Daniel
24,816
92%
-
-
(Other)
13
host_since
VALUES:
26,977
(>99%)
MISSING:
3
(<1%)
DISTINCT:
4,184
(16%)
324
1%
-
-
2019-09-03
316
1%
-
-
2020-05-15
313
1%
-
-
2020-11-30
262
<1%
-
-
2023-06-07
231
<1%
-
-
2021-12-01
193
<1%
-
-
2021-12-30
193
<1%
-
-
2024-05-08
25,145
93%
-
-
(Other)
14
host_location
VALUES:
18,867
(70%)
MISSING:
8,113
(30%)
DISTINCT:
528
(2%)
16,339
87%
-
-
Madrid, Spain
571
3%
-
-
Barcelona, Spain
197
1%
-
-
Spain
108
<1%
-
-
London, United Kingdom
45
<1%
-
-
Las Rozas, Spain
35
<1%
-
-
Community of Madrid, Spain
35
<1%
-
-
Paris, France
1,537
8%
-
-
(Other)
15
host_about
VALUES:
13,251
(49%)
MISSING:
13,729
(51%)
DISTINCT:
5,163
(19%)
322
2%
-
-
¡Hola! Somos Fran e Isabel y nos encanta hospedar a huéspedes de todo el mundo. Ponemos toda nuestra energía para que tengas la mejor estancia posible, desde tu solicitud de reserva hasta tu salida. Estamos deseando darte la bienvenida.
314
2%
-
-
Ukio's mission is to empower individuals to live where and when they want. We do this by disrupting the traditional residential real estate market by providing high quality and furnished apartments for stays of one month or more. We remove all the frustration around finding a rental with no l
254
2%
-
-
Somos BEMADRID! Tu solución en alquiler temporal en Madrid por meses. Descubre la comodidad y flexibilidad de nuestras opciones de alquiler. Encuentra tu hogar ideal en la vibrante ciudad de Madrid con BEMADRID. Ofrecemos una amplia selección de alojamientos temporales. ¡Aprovecha tu estancia al máx
221
2%
-
-
We’re Blueground, a global proptech company with several thousand move-in-ready apartments in a growing number of major cities around the world. With flexible terms and homes in vibrant, centrally based neighborhoods, you’ll feel at home and free to roam for as long as you want — a month, a year, or
208
2%
-
-
At Home Club, all of our properties have been hand selected to ensure they meet our high standards for stylish interior design, state-of-the-art appliances, and premium amenities. Our team has thought of all the details when it comes to our homes, when you move in you’ll find everything from kitchen
176
1%
-
-
Contamos con más de 500 habitaciones en toda la zona céntrica de la ciudad, nos dedicamos a alojar a jóvenes estudiantes o profesionales de menos de 35 años por periodos cortos o largos de tiempo. Las casas están totalmente equipadas al igual que las habitaciones con mesa de escritorio, silla, arma
130
<1%
-
-
¡Hola! Somos Isabel y Fran y nos encanta hospedar a huéspedes de todo el mundo. Ponemos toda nuestra energía para que tengas la mejor estancia posible, desde tu solicitud de reserva hasta tu salida. Estamos deseando darte la bienvenida.
11,626
88%
-
-
(Other)
16
host_response_time
VALUES:
21,719
(81%)
MISSING:
5,261
(19%)
DISTINCT:
4
(<1%)
17
host_response_rate
VALUES:
21,719
(81%)
MISSING:
5,261
(19%)
DISTINCT:
90
(<1%)
18
host_acceptance_rate
VALUES:
22,784
(84%)
MISSING:
4,196
(16%)
DISTINCT:
101
(<1%)
19
host_is_superhost
VALUES:
26,001
(96%)
MISSING:
979
(4%)
DISTINCT:
2
(<1%)
20
host_thumbnail_url
VALUES:
26,977
(>99%)
MISSING:
3
(<1%)
DISTINCT:
12,286
(46%)
778
3%
-
-
https://a0.muscache.com/defaults/user_pic-50x50.png?v=3
322
1%
-
-
https://a0.muscache.com/im/pictures/user/User-291253690/original/bcfa2ff1-83f6-457d-aa91-24d6c7851fcc.jpeg?aki_policy=profile_small
314
1%
-
-
https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_small
312
1%
-
-
https://a0.muscache.com/im/pictures/user/User-377605855/original/14d73ba2-32e9-4027-a3de-75e1baac1047.jpeg?aki_policy=profile_small
254
<1%
-
-
https://a0.muscache.com/im/pictures/user/e179fb84-6c8d-4553-bf35-a936c93df22d.jpg?aki_policy=profile_small
221
<1%
-
-
https://a0.muscache.com/im/pictures/user/44caf557-4fda-4458-9635-1c4e621273de.jpg?aki_policy=profile_small
193
<1%
-
-
https://a0.muscache.com/im/pictures/user/70a3fe38-1c61-4d7a-9842-06853769231a.jpg?aki_policy=profile_small
24,583
91%
-
-
(Other)
21
host_picture_url
VALUES:
26,977
(>99%)
MISSING:
3
(<1%)
DISTINCT:
12,286
(46%)
778
3%
-
-
https://a0.muscache.com/defaults/user_pic-225x225.png?v=3
322
1%
-
-
https://a0.muscache.com/im/pictures/user/User-291253690/original/bcfa2ff1-83f6-457d-aa91-24d6c7851fcc.jpeg?aki_policy=profile_x_medium
314
1%
-
-
https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_x_medium
312
1%
-
-
https://a0.muscache.com/im/pictures/user/User-377605855/original/14d73ba2-32e9-4027-a3de-75e1baac1047.jpeg?aki_policy=profile_x_medium
254
<1%
-
-
https://a0.muscache.com/im/pictures/user/e179fb84-6c8d-4553-bf35-a936c93df22d.jpg?aki_policy=profile_x_medium
221
<1%
-
-
https://a0.muscache.com/im/pictures/user/44caf557-4fda-4458-9635-1c4e621273de.jpg?aki_policy=profile_x_medium
193
<1%
-
-
https://a0.muscache.com/im/pictures/user/70a3fe38-1c61-4d7a-9842-06853769231a.jpg?aki_policy=profile_x_medium
24,583
91%
-
-
(Other)
22
host_neighbourhood
VALUES:
9,401
(35%)
MISSING:
17,579
(65%)
DISTINCT:
156
(<1%)
967
10%
-
-
Malasaña
819
9%
-
-
Sol
734
8%
-
-
Embajadores
649
7%
-
-
La Latina
557
6%
-
-
Cortes
484
5%
-
-
Justicia
417
4%
-
-
Ibiza
4,774
51%
-
-
(Other)
23
host_listings_count
VALUES:
26,977
(>99%)
MISSING:
3
(<1%)
DISTINCT:
114
(<1%)
ZEROES:
---
MAX
2,986
95%
256
Q3
21
AVG
43
MEDIAN
3
Q1
1
5%
1
MIN
1
RANGE
2,985
IQR
20.0
STD
116
VAR
13,470
KURT.
65.9
SKEW
5.80
SUM
1.2M
24
host_total_listings_count
VALUES:
26,977
(>99%)
MISSING:
3
(<1%)
DISTINCT:
130
(<1%)
ZEROES:
---
MAX
7,172
95%
292
Q3
28
AVG
53
MEDIAN
5
Q1
2
5%
1
MIN
1
RANGE
7,171
IQR
26.0
STD
164
VAR
26,808
KURT.
443
SKEW
14.0
SUM
1.4M
25
host_verifications
VALUES:
26,977
(>99%)
MISSING:
3
(<1%)
DISTINCT:
7
(<1%)
26
host_has_profile_pic
VALUES:
26,977
(>99%)
MISSING:
3
(<1%)
DISTINCT:
2
(<1%)
27
host_identity_verified
VALUES:
26,977
(>99%)
MISSING:
3
(<1%)
DISTINCT:
2
(<1%)
28
neighbourhood
VALUES:
12,749
(47%)
MISSING:
14,231
(53%)
DISTINCT:
33
(<1%)
29
neighbourhood_cleansed
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
128
(<1%)
2,992
11%
-
-
Embajadores
2,408
9%
-
-
Universidad
1,894
7%
-
-
Palacio
1,431
5%
-
-
Sol
1,332
5%
-
-
Justicia
1,108
4%
-
-
Cortes
543
2%
-
-
Trafalgar
15,272
57%
-
-
(Other)
30
neighbourhood_group_cleansed
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
21
(<1%)
31
latitude
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
16,698
(62%)
ZEROES:
---
MAX
40.536
95%
40.467
Q3
40.432
AVG
40.421
MEDIAN
40.420
Q1
40.409
5%
40.385
MIN
40.331
RANGE
0.204
IQR
0.022
STD
0.024
VAR
5.63e-4
KURT.
1.39
SKEW
0.310
SUM
1.1M
32
longitude
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
16,391
(61%)
ZEROES:
---
MAX
-3.546
95%
-3.640
Q3
-3.685
AVG
-3.694
MEDIAN
-3.701
Q1
-3.707
5%
-3.728
MIN
-3.833
RANGE
0.287
IQR
0.022
STD
0.028
VAR
7.92e-4
KURT.
3.85
SKEW
1.30
SUM
-99,660
33
property_type
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
74
(<1%)
34
room_type
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
4
(<1%)
35
accommodates
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
16
(<1%)
ZEROES:
---
MAX
16.0
95%
6.0
Q3
4.0
AVG
3.1
MEDIAN
2.0
Q1
2.0
5%
1.0
MIN
1.0
RANGE
15.0
IQR
2.00
STD
1.89
VAR
3.59
KURT.
5.12
SKEW
1.65
SUM
84,164
36
bathrooms
VALUES:
21,040
(78%)
MISSING:
5,940
(22%)
DISTINCT:
19
(<1%)
ZEROES:
136
(<1%)
MAX
12.0
95%
2.0
Q3
1.5
AVG
1.3
MEDIAN
1.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
12.0
IQR
0.500
STD
0.666
VAR
0.444
KURT.
22.2
SKEW
3.45
SUM
27,294
37
bathrooms_text
VALUES:
26,941
(>99%)
MISSING:
39
(<1%)
DISTINCT:
36
(<1%)
38
bedrooms
VALUES:
24,437
(91%)
MISSING:
2,543
(9%)
DISTINCT:
18
(<1%)
ZEROES:
1,464
(5%)
MAX
25.0
95%
3.0
Q3
2.0
AVG
1.4
MEDIAN
1.0
Q1
1.0
5%
0.0
MIN
0.0
RANGE
25.0
IQR
1.00
STD
0.975
VAR
0.950
KURT.
34.8
SKEW
3.41
SUM
34,969
39
beds
VALUES:
21,018
(78%)
MISSING:
5,962
(22%)
DISTINCT:
22
(<1%)
ZEROES:
460
(2%)
MAX
40.0
95%
4.0
Q3
2.0
MEDIAN
2.0
AVG
2.0
Q1
1.0
5%
1.0
MIN
0.0
RANGE
40.0
IQR
1.00
STD
1.49
VAR
2.23
KURT.
42.7
SKEW
3.93
SUM
41,353
40
amenities
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
23,216
(86%)
180
<1%
-
-
["Air conditioning", "Wifi", "TV", "Washer", "Kitchen"]
92
<1%
-
-
["Air conditioning", "Wifi", "TV", "Washer", "Kitchen", "Dedicated workspace"]
90
<1%
-
-
["Heating", "Kitchen", "Wifi", "Hangers", "TV", "Cooking basics", "Washer", "Essentials", "Host greets you", "Hot water", "Clothing storage", "Bed linens", "Dedicated workspac
89
<1%
-
-
["Wifi", "Washer", "Kitchen", "TV"]
71
<1%
-
-
["Heating", "Hair dryer", "Toaster", "TV", "Hot water kettle", "Kitchen", "Smart lock", "Dishwasher", "Wifi", "Microwave", "Stove", "Air conditioning", "Dishes and silverware&
65
<1%
-
-
[]
64
<1%
-
-
["Wifi", "Lock on bedroom door", "Washer", "Kitchen", "Dedicated workspace"]
26,329
98%
-
-
(Other)
41
price
VALUES:
21,068
(78%)
MISSING:
5,912
(22%)
DISTINCT:
643
(2%)
281
1%
-
-
$100.00
273
1%
-
-
$50.00
271
1%
-
-
$60.00
268
1%
-
-
$40.00
261
1%
-
-
$35.00
235
1%
-
-
$80.00
226
1%
-
-
$30.00
19,253
91%
-
-
(Other)
42
minimum_nights
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
90
(<1%)
ZEROES:
---
MAX
1,125
95%
30
Q3
3
AVG
8
MEDIAN
2
Q1
1
5%
1
MIN
1
RANGE
1,124
IQR
2.00
STD
30.8
VAR
950
KURT.
509
SKEW
18.2
SUM
218k
43
maximum_nights
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
186
(<1%)
ZEROES:
---
MAX
11,111
95%
1,125
Q3
1,125
AVG
536
MEDIAN
365
Q1
330
5%
10
MIN
1
RANGE
11,110
IQR
795
STD
432
VAR
186k
KURT.
11.9
SKEW
0.968
SUM
14.5M
44
minimum_minimum_nights
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
88
(<1%)
ZEROES:
---
MAX
1,125
95%
30
Q3
3
AVG
8
MEDIAN
2
Q1
1
5%
1
MIN
1
RANGE
1,124
IQR
2.00
STD
28.6
VAR
818
KURT.
520
SKEW
18.1
SUM
205k
45
maximum_minimum_nights
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
97
(<1%)
ZEROES:
---
MAX
1,125
95%
60
Q3
6
AVG
13
MEDIAN
3
Q1
2
5%
1
MIN
1
RANGE
1,124
IQR
4.00
STD
42.1
VAR
1,774
KURT.
136
SKEW
9.32
SUM
363k
46
minimum_maximum_nights
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
172
(<1%)
ZEROES:
---
MAX
11,111
95%
1,125
Q3
1,125
AVG
607
MEDIAN
365
Q1
330
5%
4
MIN
1
RANGE
11,110
IQR
795
STD
457
VAR
209k
KURT.
8.61
SKEW
0.520
SUM
16.4M
47
maximum_maximum_nights
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
170
(<1%)
ZEROES:
---
MAX
11,111
95%
1,125
Q3
1,125
AVG
655
MEDIAN
365
Q1
365
5%
10
MIN
1
RANGE
11,110
IQR
760
STD
449
VAR
202k
KURT.
9.12
SKEW
0.393
SUM
17.7M
48
minimum_nights_avg_ntm
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
498
(2%)
ZEROES:
---
MAX
1,125
95%
31
Q3
5
AVG
9
MEDIAN
2
Q1
1
5%
1
MIN
1
RANGE
1,124
IQR
3.90
STD
29.4
VAR
866
KURT.
463
SKEW
16.8
SUM
245k
49
maximum_nights_avg_ntm
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
1,163
(4%)
ZEROES:
---
MAX
11,111
95%
1,125
Q3
1,125
AVG
631
MEDIAN
365
Q1
365
5%
10
MIN
1
RANGE
11,110
IQR
760
STD
447
VAR
199k
KURT.
9.51
SKEW
0.491
SUM
17.0M
50
calendar_updated
VALUES:
0
(0%)
MISSING:
26,980
(100%)
DISTINCT:
0
(0%)
51
has_availability
VALUES:
25,452
(94%)
MISSING:
1,528
(6%)
DISTINCT:
2
(<1%)
52
availability_30
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
31
(<1%)
ZEROES:
9,633
(36%)
MAX
30.0
95%
29.0
Q3
11.0
AVG
7.3
MEDIAN
4.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
30.0
IQR
11.0
STD
9.00
VAR
81.1
KURT.
0.405
SKEW
1.24
SUM
197k
53
availability_60
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
61
(<1%)
ZEROES:
8,009
(30%)
MAX
60.0
95%
59.0
Q3
35.0
AVG
19.8
MEDIAN
14.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
60.0
IQR
35.0
STD
19.7
VAR
389
KURT.
-0.906
SKEW
0.633
SUM
533k
54
availability_90
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
91
(<1%)
ZEROES:
7,328
(27%)
MAX
90.0
95%
89.0
Q3
63.0
AVG
36.3
MEDIAN
36.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
90.0
IQR
63.0
STD
31.1
VAR
967
KURT.
-1.36
SKEW
0.206
SUM
979k
55
availability_365
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
366
(1%)
ZEROES:
5,169
(19%)
MAX
365
95%
355
Q3
276
AVG
156
MEDIAN
140
Q1
26
5%
0
MIN
0
RANGE
365
IQR
250
STD
129
VAR
16,537
KURT.
-1.46
SKEW
0.194
SUM
4.2M
56
calendar_last_scraped
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
1
(<1%)
57
number_of_reviews
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
593
(2%)
ZEROES:
5,697
(21%)
MAX
1,092
95%
214
Q3
49
AVG
46
MEDIAN
10
Q1
1
5%
0
MIN
0
RANGE
1,092
IQR
48.0
STD
86.6
VAR
7,499
KURT.
18.6
SKEW
3.66
SUM
1.2M
58
number_of_reviews_ltm
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
162
(<1%)
ZEROES:
9,256
(34%)
MAX
299
95%
60
Q3
20
AVG
14
MEDIAN
4
Q1
0
5%
0
MIN
0
RANGE
299
IQR
20.0
STD
21.8
VAR
476
KURT.
8.44
SKEW
2.38
SUM
382k
59
number_of_reviews_l30d
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
28
(<1%)
ZEROES:
18,393
(68%)
MAX
51.0
95%
4.0
Q3
1.0
AVG
0.8
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
51.0
IQR
1.00
STD
1.75
VAR
3.05
KURT.
68.2
SKEW
5.02
SUM
22,223
60
first_review
VALUES:
21,283
(79%)
MISSING:
5,697
(21%)
DISTINCT:
3,437
(13%)
92
<1%
-
-
2024-07-14
75
<1%
-
-
2024-06-16
73
<1%
-
-
2019-06-02
66
<1%
-
-
2024-06-02
62
<1%
-
-
2024-03-31
61
<1%
-
-
2023-12-10
60
<1%
-
-
2024-06-30
20,794
98%
-
-
(Other)
61
last_review
VALUES:
21,283
(79%)
MISSING:
5,697
(21%)
DISTINCT:
1,866
(7%)
783
4%
-
-
2024-09-08
556
3%
-
-
2024-09-09
505
2%
-
-
2024-07-14
433
2%
-
-
2024-09-01
422
2%
-
-
2024-08-26
414
2%
-
-
2024-08-27
378
2%
-
-
2024-08-25
17,792
84%
-
-
(Other)
62
review_scores_rating
VALUES:
21,283
(79%)
MISSING:
5,697
(21%)
DISTINCT:
164
(<1%)
ZEROES:
---
MAX
5.00
95%
5.00
Q3
4.93
MEDIAN
4.77
AVG
4.65
Q1
4.55
5%
4.00
MIN
1.00
RANGE
4.00
IQR
0.380
STD
0.479
VAR
0.229
KURT.
22.8
SKEW
-4.00
SUM
98,985
63
review_scores_accuracy
VALUES:
21,283
(79%)
MISSING:
5,697
(21%)
DISTINCT:
162
(<1%)
ZEROES:
---
MAX
5.00
95%
5.00
Q3
4.95
MEDIAN
4.82
AVG
4.70
Q1
4.64
5%
4.00
MIN
1.00
RANGE
4.00
IQR
0.310
STD
0.448
VAR
0.201
KURT.
26.9
SKEW
-4.37
SUM
100k
64
review_scores_cleanliness
VALUES:
21,282
(79%)
MISSING:
5,698
(21%)
DISTINCT:
167
(<1%)
ZEROES:
---
MAX
5.00
95%
5.00
Q3
4.95
MEDIAN
4.80
AVG
4.68
Q1
4.59
5%
4.00
MIN
1.00
RANGE
4.00
IQR
0.360
STD
0.465
VAR
0.216
KURT.
23.4
SKEW
-4.03
SUM
99,535
65
review_scores_checkin
VALUES:
21,282
(79%)
MISSING:
5,698
(21%)
DISTINCT:
144
(<1%)
ZEROES:
---
MAX
5.00
95%
5.00
Q3
5.00
MEDIAN
4.86
AVG
4.75
Q1
4.70
5%
4.00
MIN
1.00
RANGE
4.00
IQR
0.300
STD
0.432
VAR
0.187
KURT.
34.5
SKEW
-5.04
SUM
101k
66
review_scores_communication
VALUES:
21,283
(79%)
MISSING:
5,697
(21%)
DISTINCT:
146
(<1%)
ZEROES:
---
MAX
5.00
95%
5.00
Q3
5.00
MEDIAN
4.89
AVG
4.76
Q1
4.73
5%
4.00
MIN
1.00
RANGE
4.00
IQR
0.270
STD
0.457
VAR
0.209
KURT.
30.6
SKEW
-4.85
SUM
101k
67
review_scores_location
VALUES:
21,280
(79%)
MISSING:
5,700
(21%)
DISTINCT:
159
(<1%)
ZEROES:
---
MAX
5.00
95%
5.00
Q3
4.99
MEDIAN
4.87
AVG
4.75
Q1
4.67
5%
4.00
MIN
1.00
RANGE
4.00
IQR
0.320
STD
0.381
VAR
0.146
KURT.
32.1
SKEW
-4.47
SUM
101k
68
review_scores_value
VALUES:
21,279
(79%)
MISSING:
5,701
(21%)
DISTINCT:
172
(<1%)
ZEROES:
---
MAX
5.00
95%
5.00
Q3
4.85
MEDIAN
4.67
AVG
4.56
Q1
4.46
5%
3.80
MIN
1.00
RANGE
4.00
IQR
0.390
STD
0.505
VAR
0.255
KURT.
17.6
SKEW
-3.47
SUM
97,120
69
license
VALUES:
2,630
(10%)
MISSING:
24,350
(90%)
DISTINCT:
2,001
(7%)
59
2%
-
-
VT REGISTRADA
39
1%
-
-
VT
39
1%
-
-
405007
20
<1%
-
-
AM-336
19
<1%
-
-
VT-0000
16
<1%
-
-
VT-3483
13
<1%
-
-
37035/72M
2,425
92%
-
-
(Other)
70
instant_bookable
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
2
(<1%)
71
calculated_host_listings_count
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
76
(<1%)
ZEROES:
---
MAX
322
95%
221
Q3
17
AVG
30
MEDIAN
3
Q1
1
5%
1
MIN
1
RANGE
321
IQR
16.0
STD
69.5
VAR
4,835
KURT.
8.96
SKEW
3.10
SUM
817k
72
calculated_host_listings_count_entire_homes
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
67
(<1%)
ZEROES:
7,889
(29%)
MAX
322
95%
221
Q3
9
AVG
26
MEDIAN
1
Q1
0
5%
0
MIN
0
RANGE
322
IQR
9.00
STD
68.1
VAR
4,633
KURT.
10.3
SKEW
3.31
SUM
712k
73
calculated_host_listings_count_private_rooms
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
33
(<1%)
ZEROES:
15,865
(59%)
MAX
175
95%
16
Q3
1
AVG
4
MEDIAN
0
Q1
0
5%
0
MIN
0
RANGE
175
IQR
1.00
STD
16.3
VAR
264
KURT.
81.3
SKEW
8.51
SUM
98,597
74
calculated_host_listings_count_shared_rooms
VALUES:
26,980
(100%)
MISSING:
---
DISTINCT:
14
(<1%)
ZEROES:
25,989
(96%)
MAX
38.0
95%
0.0
Q3
0.0
AVG
0.2
MEDIAN
0.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
38.0
IQR
0.00
STD
2.11
VAR
4.43
KURT.
211
SKEW
13.9
SUM
5,550
75
reviews_per_month
VALUES:
21,283
(79%)
MISSING:
5,697
(21%)
DISTINCT:
985
(4%)
ZEROES:
---
MAX
74.8
95%
5.5
Q3
2.6
AVG
1.8
MEDIAN
1.2
Q1
0.4
5%
0.1
MIN
0.0
RANGE
74.8
IQR
2.21
STD
2.00
VAR
4.01
KURT.
99.6
SKEW
4.63
SUM
38,379
Associations
[Only including dataset "DataFrame"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
Associations
[Only including dataset "None"]
Squares are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (i.e. ROW LABEL values indicate how much they PROVIDE INFORMATION to each LABEL at the TOP).

Circles are the symmetrical numerical correlations (Pearson's) from -1 to 1. The trivial diagonal is intentionally left blank for clarity.
id
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_id
0.51
number_of_reviews
-0.38
minimum_maximum_nights
-0.28
maximum_nights_avg_ntm
-0.28
maximum_maximum_nights
-0.26
availability_90
0.26
maximum_nights
-0.25
availability_365
0.24
availability_60
0.23
availability_30
0.20
calculated_host_listings_count
0.17
reviews_per_month
0.16
host_listings_count
0.14
calculated_host_listings_count_entire_homes
0.14

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.41
host_response_rate
0.39
neighbourhood
0.39
host_response_time
0.35
source
0.29
bathrooms_text
0.21
has_availability
0.20
property_type
0.19
host_verifications
0.15
host_has_profile_pic
0.15
host_identity_verified
0.14
neighbourhood_group_cleansed
0.12
room_type
0.07
instant_bookable
0.07
MOST FREQUENT VALUES

920645654779749874
1
<0.1%
914948803487236897
1
<0.1%
6287397
1
<0.1%
586775909163528857
1
<0.1%
48910330
1
<0.1%
52948062
1
<0.1%
1234063905156333762
1
<0.1%
1152742879917857186
1
<0.1%
993245335963668829
1
<0.1%
12567906
1
<0.1%
19191289
1
<0.1%
1162247822027730455
1
<0.1%
33577415
1
<0.1%
1106313155367782907
1
<0.1%
1066011612192798799
1
<0.1%
SMALLEST VALUES

21853
1
<0.1%
24805
1
<0.1%
30320
1
<0.1%
30959
1
<0.1%
40718
1
<0.1%
40916
1
<0.1%
62423
1
<0.1%
70059
1
<0.1%
70073
1
<0.1%
70310
1
<0.1%
72150
1
<0.1%
82481
1
<0.1%
84719
1
<0.1%
86042
1
<0.1%
93100
1
<0.1%
LARGEST VALUES

1242719768352447224
1
<0.1%
1242714863176932385
1
<0.1%
1242683263075571186
1
<0.1%
1242564208022229085
1
<0.1%
1242210396849241506
1
<0.1%
1242074815634640821
1
<0.1%
1242071104425856967
1
<0.1%
1241989376910301437
1
<0.1%
1241902600240413011
1
<0.1%
1241896103620192233
1
<0.1%
1241889980403271576
1
<0.1%
1241873596402438057
1
<0.1%
1241869552722841041
1
<0.1%
1241856879945967288
1
<0.1%
1241854946611420673
1
<0.1%
listing_url
MISSING:
---
1
<1%
-
-
https://www.airbnb.com/rooms/920645654779749874
1
<1%
-
-
https://www.airbnb.com/rooms/914948803487236897
1
<1%
-
-
https://www.airbnb.com/rooms/6287397
1
<1%
-
-
https://www.airbnb.com/rooms/586775909163528857
1
<1%
-
-
https://www.airbnb.com/rooms/48910330
1
<1%
-
-
https://www.airbnb.com/rooms/52948062
1
<1%
-
-
https://www.airbnb.com/rooms/1234063905156333762
1
<1%
-
-
https://www.airbnb.com/rooms/1152742879917857186
1
<1%
-
-
https://www.airbnb.com/rooms/993245335963668829
1
<1%
-
-
https://www.airbnb.com/rooms/12567906
1
<1%
-
-
https://www.airbnb.com/rooms/19191289
1
<1%
-
-
https://www.airbnb.com/rooms/1162247822027730455
1
<1%
-
-
https://www.airbnb.com/rooms/33577415
1
<1%
-
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<1%
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https://www.airbnb.com/rooms/1049808500561906002
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<1%
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32
<1%
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Habitación con baño privado
24
<1%
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Habitación
23
<1%
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Habitación en Madrid
20
<1%
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H. Individual In Reformed Residence has wifi & cen
19
<1%
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Fantastic residence ``FUNWAY´´ north zone Madrid
19
<1%
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Habitación privada
17
<1%
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Habitación acogedora
14
<1%
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Flamenco Style Apartment | Palacio Real, La Latina
13
<1%
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Apartamento en el centro de Madrid
13
<1%
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Room for student or worker girls
13
<1%
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Apartamento en Madrid
11
<1%
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Como en casa
11
<1%
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Habitación individual
11
<1%
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Habitación privada en Madrid
11
<1%
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Habitación doble
11
<1%
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Habitación cómoda
10
<1%
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Precioso apartamento en Madrid
10
<1%
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Acogedor Estudio 2 Adultos
10
<1%
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Home Art Madrid Estudio Estándar
10
<1%
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Habitación en Madrid centro
9
<1%
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Apartamento en centro de Madrid
8
<1%
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Bright spacious family apartment
8
<1%
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Habitación confortable
8
<1%
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Acogedor apartamento en Madrid
8
<1%
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Apartamento en pleno centro
8
<1%
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Acogedora habitación
7
<1%
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Habitación Centro de Madrid
7
<1%
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3 bedroom 2 bathroom apartment wih pool in Atocha
7
<1%
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Sol & Tirso Rooms
7
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Habitación Madrid
7
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Acogedora habitación en Madrid
7
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habitación
7
<1%
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Apartamento de 2 dormitorios en plena calle Alcalá
7
<1%
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Habitación Privada
7
<1%
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Habitación Madrid Centro
7
<1%
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Alquilo habitación
7
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Habitación en el centro de Madrid
7
<1%
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Room for student or worker boys
7
<1%
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HA Apartahotel Quo Eraso - Habitación Triple
7
<1%
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Habitación en centro de Madrid
7
<1%
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apartamento reformado en madrid rio
7
<1%
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HA Apartahotel Quo Eraso - Habitación doble
6
<1%
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1 bedroom apartment in La Castellana
6
<1%
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Habitación amplia
6
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Beautiful flat Arturo Soria 1 Bedroom-4People. D1
6
<1%
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Habitación Doble
6
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Apartamento Madrid Centro
6
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Apartamento Centro de Madrid
6
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Studio in Avenida de América
6
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2 paradas del hosp.12 de octubre. ¡No fumadores!
6
<1%
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Habitación luminosa
6
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Precioso apartamento en el centro de Madrid
6
<1%
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Atocha City Centre WiFi-A/C-SmartTV
6
<1%
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Madrid
6
<1%
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Best Location in Madrid City
6
<1%
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Hostal en el centro de Madrid a 2min de Callao
6
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Habitación Individual
6
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Apartamento
6
<1%
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Cama en hab. compartida-baño privado, 6 literas.
5
<1%
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Cozy apartment. Arturo Soria-MD Anderson CC
26,410
98%
-
-
(Other)
description
MISSING:
1,207
(4%)
243
<1%
-
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Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe.
129
<1%
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Enjoy the simplicity of this quiet, central home.
110
<1%
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Enjoy the simplicity of this quiet and central place.
108
<1%
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RESERVATION CONDITIONS. <br /><br />The tenant must to: 1) Provide information requested by the agency for the contract redaction. 2) Sign on “online” the reservation contract. 3) Pay a month of deposit and sign on the rental contract, for the delivery of keys.<br /><br />Ele
76
<1%
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-
Enjoy the simplicity of this quiet and central accommodation.
68
<1%
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This home is strategically located-it will be easy to plan your visit!
56
<1%
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-
Break up with your day-to-day life and relax in this oasis of tranquility.
55
<1%
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-
Enjoy the simplicity of this quiet and central home.
50
<1%
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-
Get away from routine at this unique and relaxing stay.
50
<1%
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-
Our mission is to empower individuals to immerse themselves in new places by having a home wherever they go. We do this by providing artfully designed fully furnished and serviced apartments for stays of one month or more. We are currently present in some of the most important cities in Europe
50
<1%
-
-
At limehome, we believe that everyone deserves a better place while traveling. A place to look forward to return to. A place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our apartments feature high-quality fittings including a premium hotel bed for
47
<1%
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-
With the central location of this home, you and your loved ones will have it all within easy reach.
42
<1%
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Keep it simple at this peaceful and centrally-located place.
41
<1%
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The apartment is located in a privileged location just a few minutes from Gran Via, in the heart of Madrid, a step away from cinemas, theaters, stores, restaurants and all the tourist attractions of the city.<br /><br />Apartamentos Day Madrid take care of every detail in all our accommo
40
<1%
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Beautiful Room in shared apartment (5 bedrooms + 2 full shared bathrooms) with young professionals from 18 to 45 years old located in an unbeatable area of Madrid.
34
<1%
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Forget the worries in this great home - it's an oasis of tranquility!
32
<1%
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Forget the worries at this great place-it's an oasis of tranquility!
32
<1%
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Enjoy a luxury experience at this centrally-located home.
31
<1%
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-
Beautiful Room in shared apartment (6 bedrooms + 2 full shared bathrooms) with young professionals from 18 to 45 years old located in an unbeatable area of Madrid.
31
<1%
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Enjoy a luxurious experience in this central home.
30
<1%
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-
Single room for you in a complete and quiet building with 52 rooms, 10 bathrooms, 4 dining rooms, 10 kitchens and a lounge of almost 50 meters with sofas to share with other guests. Tv, Wifi . Check in hours are from 14:00 to 20:00. Outside these hours, no access to any area is allowed, in the inter
29
<1%
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-
Would you like to live in the Madrid Rio area? Located in the former location of the Vicente Calderón stadium. Enjoy all the advantages of living in one of the most demanded areas of the capital with the comforts of a new construction development that has an adult and children's pool, rooftops
29
<1%
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-
Relax and unwind at this quiet and stylish home.
28
<1%
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Base this home and you'll be one step away from the sights.
25
<1%
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-
Beautiful Room in shared apartment (7 bedrooms + 2 full shared bathrooms) with young professionals from 18 to 45 years old located in an unbeatable area of Madrid.
24
<1%
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-
Thanks to the central location of this home, you and yours will have everything at your fingertips.
23
<1%
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Stay overnight in our apartment with private and shared rooms have everything you need, central accommodation, located 2 min from GRAN VÍA the main artery of Madrid, <br />The closest metro station is CALLAO line 3 or 5. Madrid-Barajas Airport is 23 km away. <br />Design, each room has
22
<1%
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-
Stay to sleep in Our apartment with private and shared rooms have everything you need, central accommodation, located 10 minutes from PUERTA DEL SOL and 8 minutes from PLAZA MAYOR. <br />The closest metro station is TIRSO DE MOLINA line 1. Madrid-Barajas Airport is 21 km away. <br />Eac
21
<1%
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This studio apartment has impeccable interior design. Its modern style makes it one of the most practical. Everything is paid to attention to every last detail. Due to its unbeatable location and interior care, it is perfect to enjoy one of the most sought-after areas in Madrid.
20
<1%
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-
Modern and bright space in the financial district of Madrid, only 20 minutes away from the city center.<br />Perfectly communicated with lines 1 (Tetuan) and 10 ( Cuzco ) of metro and various bus lines.<br />Very near to Chamartín and Nuevos Ministerios stations.
20
<1%
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-
** This apartment could be rented for long or medium stays. <br />It could be rented also for short stays, always in accordance with the LAU regulations as "different use of housing", and rentals for tourist purposes are not allowed. The rent must be for work / personal / family rea
20
<1%
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-
Base this home and you'll be a step away from the sights.
20
<1%
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-
Enjoy a stylish experience at this centrally-located place.
18
<1%
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Relax and unwind in this quiet and stylish home.
18
<1%
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SLEEP Atocha is close to the Atocha station and the Parque del Retiro, in the Pacífico neighbourhood. Very well connected by two metro lines, commuter and high speed, on the avenue from which it borrows its name, it is surrounded by restaurants, shops, supermarkets and all kinds of services. It is a
18
<1%
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This home has peace of mind, relax with your whole family!
18
<1%
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This unique home has its own personality.
18
<1%
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Stay overnight in our apartment with private and shared rooms have everything you need, central accommodation, located 2 min from GRAN VÍA the main artery of Madrid, <br />The nearest metro station is CALLAO line 3 or 5. Madrid-Barajas Airport is 23 km away. <br />Design, each room has
18
<1%
-
-
This state of the art premium property is located in the heart of Madrid and it’s fully equipped with kitchen appliances, kitchenware, towels, bed linen and everything you need to enjoy your stay.
17
<1%
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The Alcalá apartments are located in the Ventas neighbourhood, close to the Plaza de Toros and in the heart of Calle Alcalá, the main artery of the district, which, in addition to being the longest avenue in Madrid, is full of life and has local businesses and shops.<br><br>Ciudad Lineal
16
<1%
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Welcome to your new home in Madrid!<br><br>Imagine waking up every morning in a room bathed in the warm sunlight, thanks to its spacious windows offering views of the tranquil inner courtyard of the building. The blinds allow you to adjust the brightness to your liking, ensuring optimal
15
<1%
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This apartment is situated within Living Colomer, a sustainable residential building that provides a new way of life. Your home, your workspace, and your community will all be here thanks to the many common areas. At the entrance, you can get a coffee or snack any time of day thanks to the professio
14
<1%
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-
The apartment is disinfected according to the existing recommendations of the health authority. Bed linen and towels are washed according to the hygiene protocol (disinfectant + 70º celsius laundry + iron). All surfaces known as virus carriers, such as door handles, switches, kitchen utensils and al
14
<1%
-
-
Relax and unwind in this quiet and stylish place.
14
<1%
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-
Wonderful apartment located just above one of the oldest flamenco tablao in Madrid, the Corral de la Morería, recently renovated opting for quality and comfort, offering an incredible rest. Located in one of the most central areas of Madrid that offers a multitude of restaurants, leisure and culture
14
<1%
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-
Enjoy the simplicity of this quiet and central place to stay.
13
<1%
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-
Your family will have it all within walking distance of this home in the center.
13
<1%
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-
This home breathes peace of mind: Relax with the whole family!
13
<1%
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-
Luxury room available in shared, fully equipped apartment in Madrid.<br />The apartment consists of 5 rooms newly renovated and designed with a modern environment of white and fresh color to make your stay very comfortable, each one has its own television, wardrobe and high quality furniture.&
12
<1%
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-
This unique place has a style all its own.
12
<1%
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The <b>studio in Madrid</b> has capacity for 2 people. <br>Accommodation of 25 m². <br>The accommodation is equipped with the following items: washing machine, dryer, iron, internet (Wi-Fi), hair dryer, heat pump, air-conditioned, 1 Tv.<br>The open plan kitchen, of indu
12
<1%
-
-
Your family will have it all within walking distance at this downtown home, a quiet street with everything just a few meters away.
12
<1%
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This apartment is in the La Latina neighbourhood, right by Plaza de Tirso de Molina, in a multicultural area of Madrid full of entertainment and leisure activities. It is only a few minutes’ walk from Puerta del sol, Plaza Mayor and Museo Reina Sofía, three of the city’s must-see sights. Guests will
11
<1%
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-
Enjoy the comfort of this home and film it.
11
<1%
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Your family will have everything just a stone's throw away in this centrally-located home.
11
<1%
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Several Worlds offers you this new apartment is on Floor 1 by elevator. Includes 1 double bed, 1 bathroom, sofa bed, A/C air conditioning, Flat TV, towels for all guests, Linens, High Speed Wifi, Dishwasher, Kitchen utensils, Nespresso machine, Tender, Iron and Hair Dryer. Our apartment has a tot
11
<1%
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Welcome to H&Boutique Jimmy's, your home away from home in the vibrant heart of Madrid! <br />Our hostel is strategically located so you can easily explore this exciting city. <br />In addition, we offer a range of amenities and amenities designed for you to have an unforgettabl
11
<1%
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-
Kick back and relax in this calm, stylish space.
10
<1%
-
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● Oasis in Madrid - Luxury apartment located in the Palacio neighborhood. <br /><br />The apartment is part of a modern building located in front of a pleasant park and at the same time located in the heart of the hustle and bustle of other streets.<br /><br />It offers an id
10
<1%
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Charming Apartment Near the Santiago Bernabéu and the Metro<br />This cozy apartment is the perfect place to explore Madrid.<br />Apartment Features<br />Spacious: This apartment offers ample space to relax.<br />Apartment Interior<br />Separate living room with kitchen
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The area between Puerta del Sol and Gran Vía and its surroundings is undoubtly the axis around which Madrid's tourist, cultural and recreational life develops. This area is the starting point of any tourist route through the city, and in its absence, is a must for any visitor who wants to feel
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We are located in the center of Madrid just 3 minutes from the GRAN VÍA Madrid with its musicals, shops, restaurants and creative spaces, Malasaña has been chosen El Barrio de Moda de Madrid<br />If the trip is for work, studies, for pleasure, or alone or in company our apartments is ideal
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The Centro district in the heart of Madrid is just a few minutes walk from some of the city’s best nightlife, history and museums. Centro is home to everything you need to experience Madrid and all its energy, including the Prado Museum, the Thyssen or the Reina Sofía, the Plaza del Sol and the Plaz
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In the last few years, the city of Madrid, capital of Spain, is one of the cities that is becoming a very attractive tourist destination for both Spanish and international tourists. Appart from the monuments that can be visited in Madrid, the charm of its main squares and streets, with emblematic pl
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We are located in the center of Madrid just 10 minutes from THE SUN GATE and 8 minutes from the PLAZA MAYOR A few meters away you have the GRAN VIA Madrileña with its musicals, shops, restaurants and creative spaces, Malasaña has been chosen by the fashionable neighborhood of Madrid<br />If th
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The apartment is located in the most turistic area of the heart of Madrid, only meters away from lovely restaurants, exclusive stores, historical sculptures, classical theaters, among other attractions.
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It`s a very peaceful neighborhood and well communicated. It`s counts with all kind of shops, highlighting only 10 minutes away ( walking distace ), the Corte Ingles of Nuevos Ministerios.
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Located in one of the most alternative and modern neighborhoods of the capital, where<br />fashion and urban culture are trends. A very quiet area in one of<br />the emblematic districts of Madrid. Full of shops, supermarkets<br />coffee shops and restaurants.
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Welcome to the Barrio de Salamanca! This is one of the most exclusive areas of Madrid, known for its elegance and sophistication. Here you will find fashion shops, gourmet restaurants, and a vibrant nightlife. But that's not all, there are also many places of interest to visit!<br /><b
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Named “Coolest in the World” –and located South of Puerta Del Sol- Lavapiés is a demonstration of a fashionable neighborhood where “bustling cultural life”, artistic murals, architecturally rich buildings, diverse cuisines from all over the world, vibrant squares and a bohemian atmosphere make a pe
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Malasaña brings modern, edgy, vintage, underground vibes. Home of the party scene and the cultural revolution. In fact, this is where the Movida Madrileña was born in the 1980s, and the soul of that counter-cultural movement is as alive today as it ever was, in bars like La Vía Láctea, El Penta and
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The Centro district in the heart of Madrid is just a few minutes walk from some of the city’s best nightlife, history and museums. Centro is home to everything you need to experience Madrid and all its energy, including the Prado Museum, the Thyssen or the Reina Sofía, the Plaza del Sol and the Plaz
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Unbeatable location, in the neighborhood of La Latina, the area of greatest cultural interest in the city from where you can walk to the main tourist attractions: the Royal Palace, the Almudena Cathedral, Plaza Mayor, the Rastro, Puerta del Sol, the San Miguel Market and much more. The apartment is
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Azca Financial Zone
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Possibly the best neighborhood in Madrid if you come to know the center. The building is located 3 minutes walk from Gran Via, one of the main streets of the city with cinemas, theaters, discos, casinos, restaurants, shops, museums , concert halls and shows ,etc…
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The Pacific neighborhood occupies the entire southern facade of the Retiro district. being the area with the highest population density and young population in the entire district. Currently it is divided into two administrative areas: the eastern area, called Adelfas, and the western area, which ha
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We are located in the center of Madrid just 3 minutes from the GRAN VÍA Madrid with its musicals, shops, restaurants and creative spaces, Malasaña has been chosen El Barrio de Moda de Madrid<br />If the trip is for work, studies, for pleasure, or alone or in company our apartments is ideal<
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In the heart of Madrid, the apartment is located between the liveliest neighborhoods of Madrid, Chueca, Malasaña, Centro, less than 1 minute away from Gran Vía, the most famous boulevard of the city, which brings together restaurants of all kinds, varied and original shops and some of the most iconi
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The Gran Vía is one of the nerve centers of Madrid and in it you can find atmosphere at any time of the day throughout the year.<br /><br />It is one of the main streets of Madrid (Spain). It is an important landmark in the city seen from the commercial, tourist and leisure point of view
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It is located in a strategic place in Madrid, walking to the main points of interest:<br /><br />Puerta del Sol 6 min walk.<br />Debod Temple is a 25-minute walk away.<br />Royal Palace is a 13 minute walk.<br />Gran Vía is a 12 minute walk.<br />Plaza Mayor is a
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The nearest Metro station is Manoteras (14 min) and Pinar de Chamartín (17 min). Which is 9 minutes walk from the apartment.<br />Bus No. 7, departing from Nuevos Ministerios will take you to the apartment door (and vice versa). <br /><br />If you come by car, you can park for free
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Located in the prestigious Chamberí district, in one of the most representative areas of the city. Close to Paseo de la Castellana and Calle Serrano. In the financial and commercial heart of the capital surrounded by embassies, restaurants and five-star hotels. Its privileged location allows you to
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This historic district area (Sol/ Huertas/ La Latina) is perfect for exploring the Spanish capital:<br /><br />•Most of Madrid amenities are within walking distance, museums; or the countless bars, flamenco tablaos, theatres or musicals.<br />•Thriving cultural life, art galleries
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Our limehome Madrid Calle de la Madera is located in the beautiful and popular Malasaña neighborhood in the heart of Madrid. The district surprises with its varied shops, bars, restaurants, and supermarkets and is also very well connected to the rest of the city. It is only a 5-minute walk to the ma
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The neighborhood of Guindalera is a neighborhood in the district of Salamanca, in Madrid, Spain. It is known for being a quiet residential area, with a great variety of homes and a great variety of services such as shops, supermarkets, restaurants, bars, squares and parks to relax and enjoy the sun.
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The city of Madrid, capital of Spain, is one of the cities that is becoming a very attractive tourist destination for both Spanish and international tourists in recent years. Beyond the monuments that can be visited in Madrid, the charm of its main squares and streets, with emblematic places such as
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Tourist Apartments in the Historic Center of Madrid where you can sleep “like a baby” without missing a moment of the “Madrid scene”. Apartments with a fun and young style that everyone loves
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Located in the heart of one of the most fashionable neighborhoods of the capital, is our apartment, where fashion and urban culture are trends. You can walk through one of the streets with the most shops and cafes in all of Madrid, as well as being next to the main tourist stops such as: Gran Via, P
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The Centro district in the heart of Madrid is just a few minutes walk from some of the city’s best nightlife, history and museums. Centro is home to everything you need to experience Madrid and all its energy, including the Prado Museum, the Thyssen or the Reina Sofía, the Plaza del Sol and the Plaz
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Welcome to Chamberí! Feel like a true Madrileño in this district. Although more residential, don't underestimate this locals' neighborhood... Spend Friday night or afternoon on Calle Ponzano famous for its many bars and restaurants (may we recommend the Sala de Despiece restaurant). Come e
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Located in the southern area of Madrid, in the Usera neighborhood 3.8 km from Puerta del Sol. <br />An area of great commercial activity with all kinds of shops and services just a short walk away. <br />Gateway to Chinatown, with a multitude of shops from all sectors and restaurants tha
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Chamberí, A charming neighborhood with a blend of traditional and modern vibes, tree-lined streets, cozy cafes, boutique shops, picturesque parks, and a diverse culinary scene. It retains its historical essence while being lively and vibrant, appealing to both residents and visitors seeking an authe
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Glamorous Salamanca is one of the most coveted districts in Madrid, since there is so much to do and see. This affluent area is known for its fine dining and shopping scenes, all concentrated on the "Golden Mile" in and around Ortega y Gasset Street. The area is also a draw for art lovers
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Chamberí is a lovely residential area near the city center. The area is upscale, with lovely parks and playgrounds in addition to stately housing blocks. The area is popular with newcomers to the city, thanks to its convenience and architectural flair. Cafes and restaurants can be found throughout t
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Glamorous Salamanca is one of the most coveted districts in Madrid, since there is so much to do and see. This affluent area is known for its fine dining and shopping scenes, all concentrated on the "Golden Mile" in and around Ortega y Gasset Street. The area is also a draw for art lovers
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Salamanca neighborhood.<br /><br />The distinguished Salamanca district is one of the most high-priced neighborhoods in the capital. In the 19th century a widening plan took place in this zone, having as a result bright, clear and wooded highways. <br /><br />Surrounded by th
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Gran Vía, Plaza de Callao, Puerta del Sol and Plaza Mayor are just a few minutes' walk from the accommodation.<br /><br />From the accommodation it is possible to walk to the most emblematic places of Madrid, the Plaza Mayor, the famous Gran Vía, the Prado Museum and Palacio Real ar
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Cuzco is known as the commercial and financial area of Madrid. It is a well-located neighborhood, with green areas and open-air spaces, wide streets and a lot of supermarkets, pharmacies, cafes and restaurants that make it an ideal district for daily life.
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Barrio de Salamanca, one of the most safe and comfortable quarter for being in the middle of the part of town where everything happens. Supermarket, greengrocers, taxi, metro, bars and 5 minutes walking distance from Goya and Serrano the most famous shopping areas with the best brands. Also very clo
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Moncloa takes its name from the local Palace of Moncloa, the residence of the Prime Minister of Spain. There's also the historic Puerta de Hierro, a massive gate that was erected in 1753 at the entrance to the grounds. There are a variety of dining options, including excellent bars, cafes and r
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It is a quiet neighbourhood with easy access to the city centre (15 minutes by direct metro line) where you can escape from the hustle and bustle of the big city and get to know the daily life of the locals on foot. The Santiago Bernabeu stadium and the business area of the city (Azca and 4 Torres)
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The Retiro district takes its name from the vast El Retiro Park, a massive green space just southeast of the city center that dates back to the early 16th century. The surrounding area is stylish and upscale, with a number of shops, restaurants, cafes and fine hotels. The world-famous Prado Museum i
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Considered one of the most exclusive neighbourhoods in the capital, due to its elegant buildings and wide streets that make it as luminous as it is peaceful, the Salamanca neighbourhood was conceived precisely for this purpose. It is named after its main promoter, José María de Salamanca y Mayol, wh
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The city of Madrid, capital of Spain, is one of the cities that is becoming a very attractive tourist destination for both Spanish and international tourists in recent years. Beyond the monuments that can be visited in Madrid, the charm of its main squares and streets, with emblematic places such as
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Discover Madrid Rio and San Isidro from our Ideally Located Apartment:<br /><br />Step into a world of outdoor excitement and cultural allure as you explore Madrid Rio and the delightful neighborhood of San Isidro. Our conveniently situated Apartment offers the perfect base to immerse yo
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Madrid is one of the most iconic cities in Spain and Europe. Betting on cleanliness, quality and gastronomy and accompanied by a magnificent time along the four seasons, it is becoming a very attractive tourist destination for both Spanish and international tourists in recent years.<br /><b
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The neighborhood of La Latina is one of the most characteristic, one of the most traditional and one of the busiest in Madrid, which is no small thing to say in the Spanish capital. Its irregular layout of alleys of medieval origin, its summer festivals to the rhythm of chotis and its taverns and ta
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Nuevos Ministerios offers tourists a modern and vibrant experience. With its innovative architecture and iconic skyscraper complex like Torre Europa or Torre Picasso, it's a fascinating place to explore. The train and metro station makes it easy to access other points of interest in the city. I
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In the last few years, the city of Madrid, capital of Spain, is one of the cities that is becoming a very attractive tourist destination for both Spanish and international tourists. Appart from the monuments that can be visited in Madrid, the charm of its main squares and streets, with emblematic pl
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Upscale Huertas-Cortes is a centrally located Madrid neighborhood that's within walking distance of the city's best attractions. You're in the heart of it all, with great dining, nightlife, and a variety of cultural attractions. This historic location is walking distance from the worl
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Hostel located in the historic center of Madrid, where there is the largest offer of leisure and culture in the city. The Puerta del Sol, Plaza Mayor, Royal Palace and Spanish Steps are just a ten-minute walk away.
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The area is privileged, it is very close to Gran Via, Callao, Santo Domingo and the Opera Theater. The whole area is full of restaurants, stores, supermarkets, points of interest. It will be a great experience.
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The apartment is located in the area of Madrid Rio, a wide promenade where you can enjoy the Rio Manzanares, beautiful views towards the Royal Palace and the Almudena Cathedral, given its good location in only 15 minutes by metro you can be located in the main tourist points of the capital.
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The neighborhood stands out for its respect for diversity, the abundant possibilities of leisure and restaurant. Since just 5 minutes on foot, you are in the most commercial street of Madrid Gran via , culturally we have less than 10 minutes walking The Plaza de Cibeles , Royal Palace, East trembled
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We are just beside Santa Ana Square the heart of Las Letras, a lively and safe downtown neighborhood. <br />Most of Madrid amenities are within walking distance, museums or the countless bars, flamenco tablaos, or theatres.<br />Thriving cultural life, art galleries and the main city mu
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The nearest Metro station is Manoteras (14 min) and Pinar de Chamartín (17 min). It is a 9 minute walk from the flat.<br />Bus number 7, which leaves from Nuevos Ministerios, will take you to the door of the flat (and vice versa). <br /><br />If you come by car, you can park for fr
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Ríos Rosas balances upscale apartments with fun and traditional Madridleñian style. The famed Calle Ponzano, a street that offers 72 bars and restaurants in 1 kilometer, runs through this neighborhood bringing liveliness to this otherwise quiet and elegant neighborhood. Have a picnic or go tapa bar
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In the best of the Chueca neighborhood (Justice area), being right in front of the San Antón market.<br /><br />With a great gastronomic offer.<br /><br />Surrounded by shops, shops, with a wide gastronomic and leisure offer.<br /><br />Very close to Gran Vía, wit
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- Puerta del Sol - 350 meters<br />- Plaza de Ópera - 75 meters<br />- Gran vía - 600 meters<br />- Palacio Real - 75 meters<br />- Plaza Mayor - 95 meters<br />- Senate - 750 meters<br />- Prado Museum - 1 km<br />- Atocha Station - 1.8 km<br />- City
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Near the Atocha station and the Retiro park, in the Pacific neighborhood, are these magnificent apartments.A booming area in which large companies are settling down.<br /><br />Very well connected by two subway lines, commuter and high speed, on the avenue from which it borrows its name,
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https://a0.muscache.com/pictures/hosting/Hosting-U3RheVN1cHBseUxpc3Rpbmc6MTE1ODUzODAzODIyMjU0ODMzNw%3D%3D/original/0cde5b41-abd4-4515-855a-d82f671daca5.jpeg
3
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1087464823118839742/original/94feb36d-1638-44d7-b897-c71df9ef2393.jpeg
3
<1%
-
-
https://a0.muscache.com/pictures/8fb558fe-c09c-4e42-bb8a-a01299b1089c.jpg
3
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1178181172462390492/original/e74811c8-0f28-42d1-a4e5-a6cdd0cd9aa3.jpeg
3
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-1149355337569328710/original/2ee600f6-6e23-4ad0-be8e-3ac6abc5c87d.jpeg
3
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-855504873814304755/original/2f190506-a26b-45a3-8093-6b47eb818441.jpeg
3
<1%
-
-
https://a0.muscache.com/pictures/aa42614b-4303-4a09-b908-6ea0333590d0.jpg
3
<1%
-
-
https://a0.muscache.com/pictures/hosting/Hosting-U3RheVN1cHBseUxpc3Rpbmc6MTA5NTY1NTM0ODA1NDIwNDYxOA%3D%3D/original/86be7a0b-8b91-40c1-980a-8e579375abb7.jpeg
3
<1%
-
-
https://a0.muscache.com/pictures/miso/Hosting-889219418447500577/original/9d0d5d5a-683b-4745-aae8-c685094dcfe1.jpeg
3
<1%
-
-
https://a0.muscache.com/pictures/0832102d-393d-4cbf-81b7-986057018368.jpg
26,727
>99%
-
-
(Other)
host_id
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

id
0.51
number_of_reviews
-0.25
calculated_host_listings_count
0.21
review_scores_communication
-0.19
review_scores_checkin
-0.19
availability_90
0.18
review_scores_value
-0.18
calculated_host_listings_count_entire_homes
0.18
review_scores_rating
-0.18
availability_60
0.18
host_listings_count
0.17
review_scores_accuracy
-0.17
calculated_host_listings_count_private_rooms
0.16
availability_30
0.15

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.33
host_response_rate
0.32
host_verifications
0.24
neighbourhood
0.24
host_has_profile_pic
0.22
host_response_time
0.19
source
0.15
property_type
0.15
bathrooms_text
0.14
host_is_superhost
0.11
neighbourhood_group_cleansed
0.10
instant_bookable
0.09
has_availability
0.07
room_type
0.06
MOST FREQUENT VALUES

291253690
322
1.2%
346367515
314
1.2%
377605855
312
1.2%
518713670
254
0.9%
434208714
221
0.8%
438136382
193
0.7%
576464572
176
0.7%
444912851
131
0.5%
460391145
130
0.5%
471977881
124
0.5%
40877988
124
0.5%
567327895
95
0.4%
107335103
94
0.3%
529402573
91
0.3%
391810099
86
0.3%
SMALLEST VALUES

7952
1
<0.1%
17453
1
<0.1%
31622
2
<0.1%
53526
9
<0.1%
66327
2
<0.1%
67353
2
<0.1%
70273
1
<0.1%
70604
1
<0.1%
71602
1
<0.1%
75744
1
<0.1%
75944
1
<0.1%
83531
2
<0.1%
88043
1
<0.1%
106801
4
<0.1%
124972
5
<0.1%
LARGEST VALUES

651086921
1
<0.1%
650858479
1
<0.1%
650727703
1
<0.1%
650621539
1
<0.1%
650525891
2
<0.1%
650523291
1
<0.1%
650434406
1
<0.1%
650431319
1
<0.1%
650426279
1
<0.1%
650359793
2
<0.1%
650184177
1
<0.1%
650137491
1
<0.1%
599677652
1
<0.1%
599649774
1
<0.1%
599584305
1
<0.1%
host_url
MISSING:
---
322
1%
-
-
https://www.airbnb.com/users/show/291253690
314
1%
-
-
https://www.airbnb.com/users/show/346367515
312
1%
-
-
https://www.airbnb.com/users/show/377605855
254
<1%
-
-
https://www.airbnb.com/users/show/518713670
221
<1%
-
-
https://www.airbnb.com/users/show/434208714
193
<1%
-
-
https://www.airbnb.com/users/show/438136382
176
<1%
-
-
https://www.airbnb.com/users/show/576464572
131
<1%
-
-
https://www.airbnb.com/users/show/444912851
130
<1%
-
-
https://www.airbnb.com/users/show/460391145
124
<1%
-
-
https://www.airbnb.com/users/show/471977881
124
<1%
-
-
https://www.airbnb.com/users/show/40877988
95
<1%
-
-
https://www.airbnb.com/users/show/567327895
94
<1%
-
-
https://www.airbnb.com/users/show/107335103
91
<1%
-
-
https://www.airbnb.com/users/show/529402573
86
<1%
-
-
https://www.airbnb.com/users/show/391810099
84
<1%
-
-
https://www.airbnb.com/users/show/107141654
80
<1%
-
-
https://www.airbnb.com/users/show/217067249
79
<1%
-
-
https://www.airbnb.com/users/show/28038703
76
<1%
-
-
https://www.airbnb.com/users/show/28786243
75
<1%
-
-
https://www.airbnb.com/users/show/112271726
74
<1%
-
-
https://www.airbnb.com/users/show/394687867
70
<1%
-
-
https://www.airbnb.com/users/show/1408525
68
<1%
-
-
https://www.airbnb.com/users/show/430264712
66
<1%
-
-
https://www.airbnb.com/users/show/9885245
66
<1%
-
-
https://www.airbnb.com/users/show/220103569
65
<1%
-
-
https://www.airbnb.com/users/show/112373304
63
<1%
-
-
https://www.airbnb.com/users/show/480261102
63
<1%
-
-
https://www.airbnb.com/users/show/31772865
63
<1%
-
-
https://www.airbnb.com/users/show/901218
59
<1%
-
-
https://www.airbnb.com/users/show/133056146
58
<1%
-
-
https://www.airbnb.com/users/show/560846948
58
<1%
-
-
https://www.airbnb.com/users/show/466052734
55
<1%
-
-
https://www.airbnb.com/users/show/106591951
54
<1%
-
-
https://www.airbnb.com/users/show/397053855
54
<1%
-
-
https://www.airbnb.com/users/show/99018982
52
<1%
-
-
https://www.airbnb.com/users/show/450144376
50
<1%
-
-
https://www.airbnb.com/users/show/418270816
47
<1%
-
-
https://www.airbnb.com/users/show/129000409
46
<1%
-
-
https://www.airbnb.com/users/show/402683004
45
<1%
-
-
https://www.airbnb.com/users/show/448890645
43
<1%
-
-
https://www.airbnb.com/users/show/561652810
42
<1%
-
-
https://www.airbnb.com/users/show/201741093
42
<1%
-
-
https://www.airbnb.com/users/show/572433555
42
<1%
-
-
https://www.airbnb.com/users/show/45621438
41
<1%
-
-
https://www.airbnb.com/users/show/52530675
40
<1%
-
-
https://www.airbnb.com/users/show/392790154
40
<1%
-
-
https://www.airbnb.com/users/show/498026704
40
<1%
-
-
https://www.airbnb.com/users/show/494237478
39
<1%
-
-
https://www.airbnb.com/users/show/5542111
38
<1%
-
-
https://www.airbnb.com/users/show/22321820
38
<1%
-
-
https://www.airbnb.com/users/show/36503894
37
<1%
-
-
https://www.airbnb.com/users/show/69566471
35
<1%
-
-
https://www.airbnb.com/users/show/307123621
35
<1%
-
-
https://www.airbnb.com/users/show/225570970
34
<1%
-
-
https://www.airbnb.com/users/show/446760611
34
<1%
-
-
https://www.airbnb.com/users/show/8321213
34
<1%
-
-
https://www.airbnb.com/users/show/232520062
33
<1%
-
-
https://www.airbnb.com/users/show/390770038
32
<1%
-
-
https://www.airbnb.com/users/show/85954448
32
<1%
-
-
https://www.airbnb.com/users/show/2105590
21,992
82%
-
-
(Other)
host_name
MISSING:
3
(<1%)
356
1%
-
-
Javier
337
1%
-
-
Jorge
322
1%
-
-
Fran Y Marta Isabel
314
1%
-
-
Ukio
312
1%
-
-
MIT House
260
<1%
-
-
Maria
260
<1%
-
-
Daniel
254
<1%
-
-
Bemadrid
248
<1%
-
-
Carlos
221
<1%
-
-
Blueground
216
<1%
-
-
Raul
211
<1%
-
-
Home Club
207
<1%
-
-
Pablo
205
<1%
-
-
David
204
<1%
-
-
Emilio
203
<1%
-
-
Fernando
202
<1%
-
-
Ana
180
<1%
-
-
Juan
180
<1%
-
-
Maria Mercedes
177
<1%
-
-
Rodrigo
176
<1%
-
-
Antonio
175
<1%
-
-
Jose
162
<1%
-
-
Luis
158
<1%
-
-
Miguel
157
<1%
-
-
Sara
147
<1%
-
-
Elena
142
<1%
-
-
Diego
141
<1%
-
-
Alejandro
136
<1%
-
-
Mario
136
<1%
-
-
Santiago
131
<1%
-
-
Duke
131
<1%
-
-
Laura
130
<1%
-
-
Francisco Andres
129
<1%
-
-
Andrea
125
<1%
-
-
Ignacio
119
<1%
-
-
Cristina
115
<1%
-
-
Manuel
114
<1%
-
-
Alberto
112
<1%
-
-
Sergio
112
<1%
-
-
Nacho
103
<1%
-
-
Marta
103
<1%
-
-
Carmen
101
<1%
-
-
Jose Alejandro
98
<1%
-
-
Pedro
93
<1%
-
-
Patricia
93
<1%
-
-
María
90
<1%
-
-
Paula
88
<1%
-
-
Rafael
87
<1%
-
-
Isabel
87
<1%
-
-
Iván
86
<1%
-
-
Guillermo
86
<1%
-
-
Claudia
84
<1%
-
-
Leeways
81
<1%
-
-
Francisco
79
<1%
-
-
Luxury Rentals Madrid
77
<1%
-
-
Enrique
75
<1%
-
-
Raquel
73
<1%
-
-
Esther
73
<1%
-
-
Beatriz
70
<1%
-
-
Pilar
17,633
65%
-
-
(Other)
host_since
MISSING:
3
(<1%)
324
1%
-
-
2019-09-03
316
1%
-
-
2020-05-15
313
1%
-
-
2020-11-30
262
<1%
-
-
2023-06-07
231
<1%
-
-
2021-12-01
193
<1%
-
-
2021-12-30
193
<1%
-
-
2024-05-08
133
<1%
-
-
2022-07-28
131
<1%
-
-
2022-05-22
131
<1%
-
-
2022-02-13
128
<1%
-
-
2015-08-08
103
<1%
-
-
2023-08-02
97
<1%
-
-
2016-12-15
96
<1%
-
-
2024-03-16
89
<1%
-
-
2018-09-24
89
<1%
-
-
2016-12-13
86
<1%
-
-
2021-03-29
86
<1%
-
-
2021-03-09
85
<1%
-
-
2015-02-20
83
<1%
-
-
2015-03-05
80
<1%
-
-
2017-01-19
75
<1%
-
-
2021-11-03
72
<1%
-
-
2011-11-15
70
<1%
-
-
2018-10-11
68
<1%
-
-
2013-11-08
68
<1%
-
-
2015-04-23
68
<1%
-
-
2022-09-20
67
<1%
-
-
2017-01-20
64
<1%
-
-
2011-08-01
63
<1%
-
-
2022-06-25
63
<1%
-
-
2017-06-02
61
<1%
-
-
2016-09-26
61
<1%
-
-
2016-06-13
60
<1%
-
-
2024-02-07
59
<1%
-
-
2017-05-05
56
<1%
-
-
2016-10-10
56
<1%
-
-
2021-04-15
56
<1%
-
-
2024-01-10
56
<1%
-
-
2021-05-21
56
<1%
-
-
2016-12-08
54
<1%
-
-
2022-03-18
53
<1%
-
-
2021-08-13
50
<1%
-
-
2023-01-26
48
<1%
-
-
2023-04-25
47
<1%
-
-
2018-07-12
47
<1%
-
-
2024-04-15
46
<1%
-
-
2016-07-25
46
<1%
-
-
2024-02-12
45
<1%
-
-
2022-03-10
44
<1%
-
-
2015-12-28
44
<1%
-
-
2019-11-05
44
<1%
-
-
2015-10-02
43
<1%
-
-
2016-04-29
43
<1%
-
-
2023-01-04
41
<1%
-
-
2013-03-20
41
<1%
-
-
2014-10-09
41
<1%
-
-
2021-03-16
40
<1%
-
-
2018-12-26
40
<1%
-
-
2014-11-07
40
<1%
-
-
2015-06-23
21,632
80%
-
-
(Other)
host_location
MISSING:
8,113
(30%)
16,339
87%
-
-
Madrid, Spain
571
3%
-
-
Barcelona, Spain
197
1%
-
-
Spain
108
<1%
-
-
London, United Kingdom
45
<1%
-
-
Las Rozas, Spain
35
<1%
-
-
Community of Madrid, Spain
35
<1%
-
-
Paris, France
35
<1%
-
-
São Paulo, Brazil
32
<1%
-
-
Alicante, Spain
32
<1%
-
-
Buenos Aires, Argentina
29
<1%
-
-
Miami, FL
27
<1%
-
-
Mexico City, Mexico
26
<1%
-
-
New York, NY
24
<1%
-
-
Seville, Spain
22
<1%
-
-
Zarzalejo, Spain
19
<1%
-
-
Pozuelo de Alarcón, Spain
19
<1%
-
-
Bilbao, Spain
18
<1%
-
-
Sant Joan d'Alacant, Spain
18
<1%
-
-
Majadahonda, Spain
16
<1%
-
-
Bogotá, Colombia
15
<1%
-
-
Toledo, Spain
15
<1%
-
-
Berlin, Germany
14
<1%
-
-
Munich, Germany
14
<1%
-
-
Granada, Spain
14
<1%
-
-
Valencia, Spain
13
<1%
-
-
Murcia, Spain
13
<1%
-
-
Málaga, Spain
12
<1%
-
-
Lisbon, Portugal
12
<1%
-
-
Rivas-Vaciamadrid, Spain
12
<1%
-
-
Burjassot, Spain
12
<1%
-
-
Vigo, Spain
12
<1%
-
-
Tres Cantos, Spain
11
<1%
-
-
Los Angeles, CA
11
<1%
-
-
San Sebastián, Spain
11
<1%
-
-
Aranjuez, Spain
11
<1%
-
-
Nuevo Baztán, Spain
11
<1%
-
-
Getafe, Spain
11
<1%
-
-
Móstoles, Spain
11
<1%
-
-
San Lorenzo de El Escorial, Spain
11
<1%
-
-
Valladolid, Spain
10
<1%
-
-
Ciempozuelos, Spain
10
<1%
-
-
Andalusia, Spain
10
<1%
-
-
Palma, Spain
10
<1%
-
-
Arroyomolinos, Spain
10
<1%
-
-
San Sebastián de los Reyes, Spain
10
<1%
-
-
A Coruña, Spain
9
<1%
-
-
England, United Kingdom
9
<1%
-
-
Las Rozas de Madrid, Spain
9
<1%
-
-
Lima, Peru
9
<1%
-
-
Marbella, Spain
9
<1%
-
-
Boadilla del Monte, Spain
9
<1%
-
-
Santander, Spain
9
<1%
-
-
Ibiza, Spain
8
<1%
-
-
Zürich, Switzerland
8
<1%
-
-
Almería, Spain
8
<1%
-
-
Alcobendas, Spain
8
<1%
-
-
Torrelodones, Spain
7
<1%
-
-
Amsterdam, Netherlands
7
<1%
-
-
Salamanca, Spain
7
<1%
-
-
Springe, Germany
798
4%
-
-
(Other)
host_about
MISSING:
13,729
(51%)
322
2%
-
-
¡Hola! Somos Fran e Isabel y nos encanta hospedar a huéspedes de todo el mundo. Ponemos toda nuestra energía para que tengas la mejor estancia posible, desde tu solicitud de reserva hasta tu salida. Estamos deseando darte la bienvenida.
314
2%
-
-
Ukio's mission is to empower individuals to live where and when they want. We do this by disrupting the traditional residential real estate market by providing high quality and furnished apartments for stays of one month or more. We remove all the frustration around finding a rental with no l
254
2%
-
-
Somos BEMADRID! Tu solución en alquiler temporal en Madrid por meses. Descubre la comodidad y flexibilidad de nuestras opciones de alquiler. Encuentra tu hogar ideal en la vibrante ciudad de Madrid con BEMADRID. Ofrecemos una amplia selección de alojamientos temporales. ¡Aprovecha tu estancia al máx
221
2%
-
-
We’re Blueground, a global proptech company with several thousand move-in-ready apartments in a growing number of major cities around the world. With flexible terms and homes in vibrant, centrally based neighborhoods, you’ll feel at home and free to roam for as long as you want — a month, a year, or
208
2%
-
-
At Home Club, all of our properties have been hand selected to ensure they meet our high standards for stylish interior design, state-of-the-art appliances, and premium amenities. Our team has thought of all the details when it comes to our homes, when you move in you’ll find everything from kitchen
176
1%
-
-
Contamos con más de 500 habitaciones en toda la zona céntrica de la ciudad, nos dedicamos a alojar a jóvenes estudiantes o profesionales de menos de 35 años por periodos cortos o largos de tiempo. Las casas están totalmente equipadas al igual que las habitaciones con mesa de escritorio, silla, arma
130
<1%
-
-
¡Hola! Somos Isabel y Fran y nos encanta hospedar a huéspedes de todo el mundo. Ponemos toda nuestra energía para que tengas la mejor estancia posible, desde tu solicitud de reserva hasta tu salida. Estamos deseando darte la bienvenida.
124
<1%
-
-
Somos YOUHOMEY, una STARTUP que nos dedicamos a los alquileres por temporada, ofrecemos la mejor calidad y servicio en nuestros inmuebles para asi satisfacer las necesidades de cada inquilino y que su estancia sea lo mas placentera posible.
124
<1%
-
-
BATUECAS TRAVEL es una empresa conformada por un equipo de profesionales dedicados al sector de la Atención al Turista. Nos maravillamos al conocer personas nuevas e historias impactantes; así como compartir y promover lo que España es. En los 10 años de trayectoria en Madrid, nos hemos consolid
98
<1%
-
-
¡Descubre Madrid con nosotros! Ofrecemos alojamientos modernos y bien ubicados, garantizando limpieza, privacidad y seguridad. Nuestro equipo se encarga de todos los detalles para que disfrutes al máximo. Te esperamos en nuestros acogedores rincones equipados con todo lo necesario para una estancia
95
<1%
-
-
¡Bienvenidos a Match4Room! Ofrecemos habitaciones de lujo y espacios de co-living en el corazón de Madrid, diseñados para proporcionar comodidad, estilo y una experiencia auténtica. Disfruta de instalaciones modernas, servicios de alta calidad y una comunidad vibrante. Tu hogar perfecto en Madrid te
84
<1%
-
-
En Leeways sabemos que viajar es la mejor manera de conocer nuevas personas, de empaparse de nuevas culturas, de crecer, de aprender… Por eso, apostamos por una nueva forma de viajar, combinando un estilo innovador de alojamientos con una atención personalizada, permitiendo a cada uno de nuestros hu
80
<1%
-
-
We are expert managers with more than 8 years of experience in the tourist accommodation sector. We focus on offering an unforgettable stay to the guests we receive, offering maximum comfort and support at all times.
79
<1%
-
-
La familia Luxury Rentals Madrid está formada por un gran equipo de profesionales en todos los ámbitos, altamente capacitados para satisfacer las necesidades de nuestros huéspedes.
76
<1%
-
-
¡Hola! Somos Emilio y Abel y estaremos encantados de estar a vuestra disposición cuando optéis por uno de los bonitos alojamientos con los que colaboramos ya que ayudamos a los propietarios con la gestión de sus viviendas turísticas. Desde el punto de vista del propietario, el alquiler de nuestra
75
<1%
-
-
Me considero una persona positiva y transparente. Me encanta ayudar y ser servicial con los demás. Ultimamente he de decir que no viajo muy lejos de mi país por trabajo aun que me encantaría sacar unos días y escaparme algún lejano paraíso. Soy piloto e instructor de vuelo. Disfruto mucho del esquí
70
<1%
-
-
Alquilar apartamentos en Madrid nunca fue tan sencillo. Somos una empresa que se dedica desde hace más de 10 años al alquiler de viviendas para turistas y empresas, ofreciendo un servicio integral para hacer su estancia lo más cómoda y agradable posible. Todas nuestras viviendas están amuebl
65
<1%
-
-
Deportista, amante del running y el fitness. Economista, emprendedor.
63
<1%
-
-
Very easy going !
59
<1%
-
-
Apartamentos Day Madrid es una empresa dedicada a la gestión de alojamientos turísticos en el centro de Madrid. Contamos con un equipo de trabajo diverso y multicultural que son parte fundamental del excelente servicio que brindamos cada día, aportando al turismo de la ciudad la oportunidad de aloja
58
<1%
-
-
Soy Estela y muevo algunos apartamentos en Madrid.
55
<1%
-
-
Luxa Home te ofrece apartamentos Prime en las mejores zonas de la capital con una atención exclusiva para cubrir todas tus necesidades durante tu estancia. Ofrecemos un servicio íntegro 24/7, recibiendo a cada cliente personalmente y aclarando todas sus dudas. Como servicio adicional, contamos con
54
<1%
-
-
¡Hola! Somos Juan y Bea, dos anfitriones que creemos que la hospitalidad es una parte fundamental de la experiencia de viaje y nos esforzamos por ofrecer una experiencia personalizada para cada uno de nuestros huéspedes. Estamos a tú disposición desde que realizas la reserva en nuestro apartamento,
52
<1%
-
-
Te daremos la bienvenida en nuestras oficinas de la Plaza Mayor de Madrid (Calle Fresa nº 1 LOCAL, 28012, Madrid) en horario de 15:00 a 21:00h. Antes de tu llegada necesitaremos verificar tus datos para cumplir con las leyes locales, así como realizar la firma de contrato pertinente, imprescindibl
50
<1%
-
-
At limehome, we believe that everyone deserves a better place while travelling. A place to look forward to return to. Simply a place designed to stay®. Whether you are looking for a home away from home or a quiet place to work - our homey Suites feature high-quality fittings for restful nights &
47
<1%
-
-
Welcome to Olala Homes, where modern design and comfort come together to create the ultimate experience. With over 100,000 satisfied guests, we know how to provide a seamless and enjoyable digital experience for your stay. Our worldwide accommodations range from stylish studios to luxurious villas,
46
<1%
-
-
Hola soy Ruth estaré encantada de recibirte personalmente otras veces podrá ser otr@ compañer@ pero siempre estaremos en contacto y podrás contar conmigo para cualquier duda o eventualidad! te esperamos !
42
<1%
-
-
We are the largest flexible housing company globally. Our mission is to provide access to housing anywhere, for everyone. Habyt was founded in Berlin by a team of entrepreneurs with a vision to create affordable and sustainable living solutions around the world. The co-living and housing rental mode
42
<1%
-
-
Hola, Soy Miguel, un joven apasionado por viajar, que vive y trabaja en España. Me considero una persona simpática y siempre abierta a hacer nuevos amigos. Gestiono varios apartamentos en Madrid y Asturias y será un placer poder recibirte. Haré todo lo posible para hacer que tu estancia sea cómoda
42
<1%
-
-
At Your.Rentals we provide you with the best selection of vacation rental properties in Spain and beyond from trusted local hosts. We're here every step of the way to ensure your booking and stay create an amazing travel experience - every time.
38
<1%
-
-
Vanrays ofrece a sus clientes un producto de resultado verificado en forma de Alquiler de Apartamentos Amueblados orientados a un segmento de clientes que necesitan alojamientos de alta calidad en la decoración, equipamiento y acabado de los mismos. Además, todos ellos disfrutan de una excepcional u
38
<1%
-
-
I am an optimistic, outgoing and very sense of humor, I enjoy good people and enjoy their smile and their stories. Travel, share my leisure with my family and friends, discover the world, a book, a movie, a new restaurant in Madrid ... .These are my hobbies .... For now !!! I love Madrid and I lov
35
<1%
-
-
En Suites You ofrecemos alojamientos en las mejores ubicaciones del centro de Madrid, permitiendo que nuestros clientes disfruten del ambiente del centro de la ciudad, desde la comodidad de nuestros apartamentos y habitaciones.
34
<1%
-
-
Asesor inmobiliario
34
<1%
-
-
@domus.madrid Empresaria y Fotografa profesional, relacionada con el mundo de la hostelería desde hace más de 20 años. Me entusiasma decorar y pensar en espacios que van a ser ocupados por personas que están pasando una estancia agradable y única en la ciudad. Hablo Español, Inglés y Francés y me e
33
<1%
-
-
Queremos cambiar la percepción de una agencia inmobiliaria tradicional y queremos ser un aliado de confianza. ¿Necesitas sentirte como en casa? Nosotros gestionamos directamente y verificamos in situ las viviendas que alquilamos para que tengas todo lo que necesites, y para que estén listas el día
32
<1%
-
-
Amante de los viajes y de la buena vida!
32
<1%
-
-
Con más de 30 años en la industria del Turismo somos un equipo dedicado a la satisfacción total de los huéspedes. Las buenas reseñas nos avalan. YourBestApartment
31
<1%
-
-
Somos la cadena AYZ Hotels, una propuesta de hospedaje Inteligente. Ofrecemos habitaciones climatizadas con cómodas camas para descansar y continuar la jornada de trabajo o diversión en la ciudad. RECUERDA, para ingresar en tu habitación nuestro sistema te envía por correo los botones de acceso para
30
<1%
-
-
Venezuelan architect, italian, spanish and Argentinian descent, loves to eat and share the city secrets with everybody who visit Madrid. In 2008 starts a small holiday lettings company to complement the architecture and interior design job. I have created Flat Sweet Home and today we manage severa
30
<1%
-
-
¡Hola! Somos Madrid Rentals, una empresa totalmente familiar. En 2018 adquirimos en propiedad un edificio en la calle Chinchilla para destinarlo a alojamiento de corta y media estancia. Después de un buen lavado de cara, tanto del edificio, como de los apartamentos, resurgimos desde los escombros
29
<1%
-
-
.
28
<1%
-
-
Empresa dedicada a las viviendas de alquiler temporal y al real estate enfocados para acomodar a grupos y familias. Siempre a la vanguardia sin escatimas en lujo de detalles y comodidades.
28
<1%
-
-
Soy Diego, graduado en Turismo, me encanta viajar, descubrir nuevos lugares y cuando no viajo, dedico toda mi energía y esfuerzo en hacer que los huéspedes se encuentren a gusto y descubran mi ciudad favorita, Madrid. Además, ayudo a otros propietarios a hacer sentir como en casa a viajeros de todo
28
<1%
-
-
Soy periodista de formación pero he trabajado durante muchos años en el sector hotelero. Me encanta conocer nuevas culturas. **Reglas de Check-in:** Para coordinar la llegada, les pido a mis huéspedes que fijen una hora de llegada conmigo con antelación. Si el retraso supera una hora, se aplicará
27
<1%
-
-
Vivo en Madrid hace ya varios años, me encanta el turismo, conocer nuevos lugares y sobre todo la cotidianidad de cada lugar; conocer gente nueva, y disfrutar de la gastronomía.
27
<1%
-
-
Entusiasta de Madrid, me gusta pasear por sus calles y observar cómo cambia la ciudad, sus gentes, el paso de las estaciones o simplemente perderme por el centro. La felicidad reside en las cosas sencillas, comer, viajar, querer, hace deporte, dormir, si eres capaz de vivir como quieres serás feliz
27
<1%
-
-
Ragazzo dinamico e imprenditore, mi piace viaggiare, conoscere posti, persone e cose nuove.
27
<1%
-
-
At GuestReady, we're on a mission to redefine modern hospitality. We specialise in helping hosts deliver outstanding experiences to their guests worldwide. With years of hospitality experience, we're dedicated to providing an exceptional experience. Let us help you find the perfect place f
26
<1%
-
-
Hola! Soy una chica española, me encanta el diseño de interiores y estoy enamorada de Madrid :) Puedes ver mis trabajos en @Decoraconcolor
26
<1%
-
-
Nos encanta nuestro trabajo, alojamos huéspedes desde hace más de 10 años y la mayor satisfacción es ver como nuestros clientes vuelven. Madrid Rental Flats es la alternativa flexible al alquiler tradicional, que permite adaptar los periodos de estancia a las necesidades de cada cliente. Nu
25
<1%
-
-
We manage wonderful furnished and fully equipped apartments. We offer a professional service, providing the best customer care to make the most of your corporate stay or for your vacation. Our Serviced Apartments in Barcelona are located in the main neighborhoods, near the sea side, city center, fi
25
<1%
-
-
Life is thrilling but I rather stay at home and enjoy my city on week-ends. Either on bike or walking i love visiting the city center, taking a tour into the Retiro park or Casa de Campo. There are so many spaces to discover it amazes me how much there is on offer. Walking straight into Sol you can
25
<1%
-
-
Me considero una persona con gran vocación de servicio y siempre dispuesta a ayudar. Los huéspedes repiten!
24
<1%
-
-
Vivo en Madrid , soy licenciada en ciencias sociales y cinematografía y ahora me dedico a alquilar apartamentos por temporada en stopiflat a gente como yo que le guste viajar y conocer nuevos lugares de manera comoda y como uno mas del lugar .
24
<1%
-
-
“PRESIDENCE RENTALS” is a real estate agency in Madrid with a long trajectory as a prestige company which selects, decorates and equips the best properties, so the travelers can enjoy a comfortable stay without any worries. We only select luxury buildings located in the center zone of the city, comp
24
<1%
-
-
Experience the ultimate in luxury and immerse yourself in a five-star hotel-like stay at Exyca. Our carefully selected collection of exquisite vacation rentals offers a perfect blend of elegance and comfort, ensuring an unforgettable experience. Discover a world of sophistication and create lasting
24
<1%
-
-
En HEIMA cada alojamiento es único, dispone de una luz y unas necesidades definidas, tiene su propia personalidad. Ofrecemos soluciones a las personas viajeras que buscan una experiencia “slow travelling” para sumergirse en las costumbres del destino, disfrutar de la oferta cultural, de las compras
23
<1%
-
-
Descubre mis apartamentos en pleno centro de Madrid y disfruta de tu estancia sintiéndote como en tu casa
22
<1%
-
-
Since 2012 we have been managing properties in Madrid, for tourist, short term rentals, students and workers. We work together with the company Flexiserv (Cleaning and maintenance) to be able to offer you the best spaces in Madrid, apartments full of charm, and receive you with the best service and
9,190
69%
-
-
(Other)
host_response_time
MISSING:
5,261
(19%)
TOP CATEGORIES

within an hour
15,490
71%
within a few hours
3,664
17%
within a day
1,477
7%
a few days or more
1,088
5%
ALL
21,719
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_response_time
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
host_response_rate
0.41
has_availability
0.36
source
0.30
host_acceptance_rate
0.21
host_identity_verified
0.18
instant_bookable
0.12
host_is_superhost
0.07
room_type
0.04
property_type
0.03
host_verifications
0.03
host_has_profile_pic
0.02

THESE FEATURES
GIVE INFORMATION
ON host_response_time:

host_response_rate
0.65
host_acceptance_rate
0.50
source
0.13
has_availability
0.07
instant_bookable
0.07
host_identity_verified
0.05
property_type
0.04
host_is_superhost
0.04
bathrooms_text
0.03
room_type
0.02
host_verifications
0.02
neighbourhood_group_cleansed
0.02
neighbourhood
0.01
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_response_time
CORRELATION RATIO WITH...

bathrooms
0.42
reviews_per_month
0.38
availability_365
0.38
number_of_reviews_ltm
0.38
id
0.35
availability_90
0.35
beds
0.35
review_scores_cleanliness
0.33
review_scores_location
0.33
review_scores_accuracy
0.32
review_scores_communication
0.32
review_scores_rating
0.32
review_scores_checkin
0.32
review_scores_value
0.32
host_response_rate
MISSING:
5,261
(19%)
TOP CATEGORIES

100%
14,515
67%
98%
1,061
5%
99%
712
3%
90%
562
3%
0%
528
2%
94%
390
2%
96%
372
2%
97%
309
1%
80%
263
1%
89%
245
1%
54%
193
<1%
91%
186
<1%
50%
162
<1%
70%
159
<1%
93%
154
<1%
88%
146
<1%
95%
132
<1%
(Other)
1,630
8%
ALL
21,719
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_response_rate
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
host_response_time
0.65
has_availability
0.37
source
0.31
host_acceptance_rate
0.29
host_identity_verified
0.23
host_verifications
0.13
host_is_superhost
0.13
instant_bookable
0.10
property_type
0.08
room_type
0.08
neighbourhood
0.07

THESE FEATURES
GIVE INFORMATION
ON host_response_rate:

host_acceptance_rate
0.43
host_response_time
0.41
source
0.09
property_type
0.06
host_verifications
0.05
bathrooms_text
0.05
neighbourhood_group_cleansed
0.05
host_is_superhost
0.05
has_availability
0.05
host_identity_verified
0.04
instant_bookable
0.04
room_type
0.03
neighbourhood
0.03
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_response_rate
CORRELATION RATIO WITH...

calculated_host_listings_count_private_rooms
0.75
calculated_host_listings_count
0.62
calculated_host_listings_count_entire_homes
0.62
host_listings_count
0.58
bathrooms
0.48
host_total_listings_count
0.47
availability_365
0.41
review_scores_cleanliness
0.39
id
0.39
review_scores_communication
0.39
beds
0.38
review_scores_rating
0.38
review_scores_checkin
0.38
review_scores_value
0.38
host_acceptance_rate
MISSING:
4,196
(16%)
TOP CATEGORIES

100%
8,412
37%
99%
2,803
12%
97%
1,416
6%
98%
1,071
5%
0%
830
4%
96%
565
2%
95%
389
2%
94%
359
2%
92%
353
2%
55%
290
1%
90%
242
1%
86%
236
1%
72%
229
1%
50%
227
<1%
46%
223
<1%
93%
220
<1%
88%
200
<1%
(Other)
4,719
21%
ALL
22,784
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_acceptance_rate
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
host_response_time
0.50
host_response_rate
0.43
has_availability
0.42
source
0.32
host_identity_verified
0.28
instant_bookable
0.27
host_is_superhost
0.15
host_verifications
0.14
property_type
0.11
room_type
0.11
bathrooms_text
0.07

THESE FEATURES
GIVE INFORMATION
ON host_acceptance_rate:

host_response_rate
0.29
host_response_time
0.21
instant_bookable
0.06
property_type
0.06
source
0.06
neighbourhood_group_cleansed
0.04
bathrooms_text
0.04
host_verifications
0.04
host_is_superhost
0.04
has_availability
0.03
host_identity_verified
0.03
room_type
0.03
neighbourhood
0.02
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_acceptance_rate
CORRELATION RATIO WITH...

calculated_host_listings_count_private_rooms
0.82
calculated_host_listings_count
0.64
calculated_host_listings_count_entire_homes
0.63
host_listings_count
0.58
host_total_listings_count
0.50
bathrooms
0.48
review_scores_cleanliness
0.43
review_scores_location
0.42
review_scores_communication
0.42
review_scores_rating
0.42
availability_365
0.42
review_scores_accuracy
0.42
review_scores_checkin
0.42
review_scores_value
0.42
host_is_superhost
MISSING:
979
(4%)
TOP CATEGORIES

f
19,651
76%
t
6,350
24%
ALL
26,001
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_is_superhost
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
has_availability
0.08
host_identity_verified
0.05
host_response_rate
0.05
host_response_time
0.04
host_acceptance_rate
0.04
source
0.04
neighbourhood
0.03
host_has_profile_pic
0.02
host_verifications
0.01
room_type
0.01
property_type
0.01

THESE FEATURES
GIVE INFORMATION
ON host_is_superhost:

host_acceptance_rate
0.15
host_response_rate
0.13
host_response_time
0.07
neighbourhood
0.03
source
0.03
has_availability
0.03
host_identity_verified
0.03
property_type
0.02
bathrooms_text
0.01
host_verifications
0.01
room_type
0.01
neighbourhood_group_cleansed
0.01
instant_bookable
0.00
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_is_superhost
CORRELATION RATIO WITH...

number_of_reviews_ltm
0.34
reviews_per_month
0.29
review_scores_rating
0.29
review_scores_value
0.29
review_scores_cleanliness
0.28
review_scores_accuracy
0.28
review_scores_communication
0.28
review_scores_checkin
0.27
review_scores_location
0.26
number_of_reviews
0.24
number_of_reviews_l30d
0.23
beds
0.12
bathrooms
0.12
host_id
0.11
host_thumbnail_url
MISSING:
3
(<1%)
778
3%
-
-
https://a0.muscache.com/defaults/user_pic-50x50.png?v=3
322
1%
-
-
https://a0.muscache.com/im/pictures/user/User-291253690/original/bcfa2ff1-83f6-457d-aa91-24d6c7851fcc.jpeg?aki_policy=profile_small
314
1%
-
-
https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_small
312
1%
-
-
https://a0.muscache.com/im/pictures/user/User-377605855/original/14d73ba2-32e9-4027-a3de-75e1baac1047.jpeg?aki_policy=profile_small
254
<1%
-
-
https://a0.muscache.com/im/pictures/user/e179fb84-6c8d-4553-bf35-a936c93df22d.jpg?aki_policy=profile_small
221
<1%
-
-
https://a0.muscache.com/im/pictures/user/44caf557-4fda-4458-9635-1c4e621273de.jpg?aki_policy=profile_small
193
<1%
-
-
https://a0.muscache.com/im/pictures/user/70a3fe38-1c61-4d7a-9842-06853769231a.jpg?aki_policy=profile_small
176
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-576464572/original/2bbe79a2-f241-4d9d-bb4a-e30045a54c97.jpeg?aki_policy=profile_small
131
<1%
-
-
https://a0.muscache.com/im/pictures/user/b9ced0e4-b549-40a1-acb8-b102b6b88f46.jpg?aki_policy=profile_small
130
<1%
-
-
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<1%
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52
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50
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<1%
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42
<1%
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42
<1%
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41
<1%
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40
<1%
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40
<1%
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40
<1%
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39
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38
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35
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35
<1%
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34
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33
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https://a0.muscache.com/im/pictures/user/8fccdb41-2080-4207-901d-7a7dc5deb2fa.jpg?aki_policy=profile_small
32
<1%
-
-
https://a0.muscache.com/im/users/2105590/profile_pic/1334044516/original.jpg?aki_policy=profile_small
21,243
79%
-
-
(Other)
host_picture_url
MISSING:
3
(<1%)
778
3%
-
-
https://a0.muscache.com/defaults/user_pic-225x225.png?v=3
322
1%
-
-
https://a0.muscache.com/im/pictures/user/User-291253690/original/bcfa2ff1-83f6-457d-aa91-24d6c7851fcc.jpeg?aki_policy=profile_x_medium
314
1%
-
-
https://a0.muscache.com/im/pictures/user/f790e9f4-a54f-4132-83d8-f71b8c9e3760.jpg?aki_policy=profile_x_medium
312
1%
-
-
https://a0.muscache.com/im/pictures/user/User-377605855/original/14d73ba2-32e9-4027-a3de-75e1baac1047.jpeg?aki_policy=profile_x_medium
254
<1%
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221
<1%
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193
<1%
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176
<1%
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131
<1%
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130
<1%
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124
<1%
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124
<1%
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<1%
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<1%
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86
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<1%
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80
<1%
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79
<1%
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76
<1%
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75
<1%
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<1%
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70
<1%
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68
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66
<1%
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66
<1%
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65
<1%
-
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https://a0.muscache.com/im/pictures/user/ea208bed-4be3-449c-8d73-ecb7c1836161.jpg?aki_policy=profile_x_medium
63
<1%
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63
<1%
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63
<1%
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59
<1%
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<1%
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58
<1%
-
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https://a0.muscache.com/im/pictures/user/User-466052734/original/d73bb8d5-401f-40e8-a229-862c53a0e468.jpeg?aki_policy=profile_x_medium
55
<1%
-
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https://a0.muscache.com/im/pictures/user/40e58e95-713f-4cd1-84ac-1080b342d176.jpg?aki_policy=profile_x_medium
54
<1%
-
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https://a0.muscache.com/im/pictures/user/70787622-87de-428d-8d77-1c2226b1d543.jpg?aki_policy=profile_x_medium
54
<1%
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52
<1%
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https://a0.muscache.com/im/pictures/user/fa62b0e5-1a1d-4e98-86c7-058311036ef1.jpg?aki_policy=profile_x_medium
50
<1%
-
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47
<1%
-
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<1%
-
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https://a0.muscache.com/im/pictures/user/User-402683004/original/8bc09e81-b33c-466c-aeec-8971ca61e7c7.jpeg?aki_policy=profile_x_medium
45
<1%
-
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https://a0.muscache.com/im/pictures/user/ab16536d-b203-49f0-b379-58b210f8628a.jpg?aki_policy=profile_x_medium
43
<1%
-
-
https://a0.muscache.com/im/pictures/user/c2e46319-e755-4068-9e3f-24fdd623b67d.jpg?aki_policy=profile_x_medium
42
<1%
-
-
https://a0.muscache.com/im/pictures/user/4690dae1-ff5c-49c1-a6ca-92ab67df9a1a.jpg?aki_policy=profile_x_medium
42
<1%
-
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https://a0.muscache.com/im/pictures/user/User-572433555/original/0f743dbe-95a8-4b2c-9ddf-e99bc235d698.jpeg?aki_policy=profile_x_medium
42
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-45621438/original/f3e22e47-9198-46dd-ac8c-5e77d981c3de.png?aki_policy=profile_x_medium
41
<1%
-
-
https://a0.muscache.com/im/pictures/user/159fa27d-ce28-4d93-8a16-e3b594cabc9a.jpg?aki_policy=profile_x_medium
40
<1%
-
-
https://a0.muscache.com/im/pictures/user/2f71a63f-2c80-4bcc-9477-67b6a81afed4.jpg?aki_policy=profile_x_medium
40
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-498026704/original/570e1043-5be0-4d79-b6f9-70e4255657d7.jpeg?aki_policy=profile_x_medium
40
<1%
-
-
https://a0.muscache.com/im/pictures/user/79901cc3-3e08-4c10-b5d4-a54bf1005fd2.jpg?aki_policy=profile_x_medium
39
<1%
-
-
https://a0.muscache.com/im/pictures/user/6f6e1e34-ac35-498e-9d4e-770f5ccab460.jpg?aki_policy=profile_x_medium
38
<1%
-
-
https://a0.muscache.com/im/pictures/user/c5e8edd6-6b2e-4e3d-b07a-5b914ee29f5d.jpg?aki_policy=profile_x_medium
38
<1%
-
-
https://a0.muscache.com/im/pictures/user/User-22321820/original/345fa58e-bf85-482f-bd88-5d7755b5f261.jpeg?aki_policy=profile_x_medium
37
<1%
-
-
https://a0.muscache.com/im/pictures/user/d2d158fd-abfe-46b1-8e1b-c3263549b3de.jpg?aki_policy=profile_x_medium
35
<1%
-
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https://a0.muscache.com/im/pictures/user/2cd6a91b-b4c6-44ec-a95a-eb9072e98691.jpg?aki_policy=profile_x_medium
35
<1%
-
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https://a0.muscache.com/im/pictures/user/d7b65ad5-d9c5-4a18-8a35-700f0bc26bc0.jpg?aki_policy=profile_x_medium
34
<1%
-
-
https://a0.muscache.com/im/pictures/user/ac2b10e6-dabf-4ade-94db-7ba7be197540.jpg?aki_policy=profile_x_medium
34
<1%
-
-
https://a0.muscache.com/im/pictures/user/f3ae0895-352d-409b-92de-094dd0073b37.jpg?aki_policy=profile_x_medium
34
<1%
-
-
https://a0.muscache.com/im/pictures/user/5d8de3c3-b681-4534-834b-9efa2d11ab54.jpg?aki_policy=profile_x_medium
33
<1%
-
-
https://a0.muscache.com/im/pictures/user/8fccdb41-2080-4207-901d-7a7dc5deb2fa.jpg?aki_policy=profile_x_medium
32
<1%
-
-
https://a0.muscache.com/im/users/2105590/profile_pic/1334044516/original.jpg?aki_policy=profile_x_medium
21,243
79%
-
-
(Other)
host_neighbourhood
MISSING:
17,579
(65%)
967
10%
-
-
Malasaña
819
9%
-
-
Sol
734
8%
-
-
Embajadores
649
7%
-
-
La Latina
557
6%
-
-
Cortes
484
5%
-
-
Justicia
417
4%
-
-
Ibiza
370
4%
-
-
Palacio
210
2%
-
-
San Blas
200
2%
-
-
Palos do Moguer
199
2%
-
-
Ciudad Lineal
198
2%
-
-
Carabanchel
192
2%
-
-
Argüelles
181
2%
-
-
Puente de Vallecas
174
2%
-
-
Hortaleza
171
2%
-
-
Aluche
158
2%
-
-
Trafalgar
147
2%
-
-
Castillejos
137
1%
-
-
Recoletos
114
1%
-
-
Arapiles
101
1%
-
-
Goya
101
1%
-
-
Usera
92
<1%
-
-
Fuencarral-el Pardo
89
<1%
-
-
Lista
86
<1%
-
-
Lavapiés
79
<1%
-
-
Castellana
72
<1%
-
-
Bellas Vistas
72
<1%
-
-
Pacifico
69
<1%
-
-
Imperial
68
<1%
-
-
Almagro
65
<1%
-
-
Gaztambide
65
<1%
-
-
Guindalera
64
<1%
-
-
Rios Rosas
63
<1%
-
-
Delicias
61
<1%
-
-
Acacias
59
<1%
-
-
Cuatro Caminos
54
<1%
-
-
Villaverde
52
<1%
-
-
Prosperidad
52
<1%
-
-
La Chopera
51
<1%
-
-
Barajas
47
<1%
-
-
Valdeacederas
47
<1%
-
-
Kolonaki
45
<1%
-
-
Moncloa
42
<1%
-
-
Urbanización Princesa Kristina
41
<1%
-
-
Moratalaz
32
<1%
-
-
Fuente del Berro
28
<1%
-
-
Chácara Santo Antônio (Zona Sul)
26
<1%
-
-
Berruguete
25
<1%
-
-
El Gòtic
25
<1%
-
-
Jerónimos
25
<1%
-
-
Hispanoamérica
23
<1%
-
-
Vila de Gràcia
23
<1%
-
-
Nueva España
22
<1%
-
-
Centro
22
<1%
-
-
El Raval
22
<1%
-
-
Castilla
21
<1%
-
-
Almenara
21
<1%
-
-
Villa de Vallecas
20
<1%
-
-
Ciudad Jardin
20
<1%
-
-
El Viso
331
4%
-
-
(Other)
host_listings_count
MISSING:
3
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_total_listings_count
0.88
calculated_host_listings_count
0.83
calculated_host_listings_count_entire_homes
0.81
maximum_minimum_nights
0.19
review_scores_communication
-0.17
host_id
0.17
availability_365
0.16
id
0.14
review_scores_checkin
-0.14
review_scores_value
-0.14
accommodates
0.14
review_scores_rating
-0.12
minimum_nights_avg_ntm
0.11
minimum_minimum_nights
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_response_rate
0.58
host_acceptance_rate
0.58
host_verifications
0.56
property_type
0.25
bathrooms_text
0.23
neighbourhood_group_cleansed
0.19
room_type
0.19
host_response_time
0.19
instant_bookable
0.17
source
0.10
has_availability
0.09
host_is_superhost
0.07
neighbourhood
0.06
host_has_profile_pic
0.06
MOST FREQUENT VALUES

1.0
8,681
32.2%
2.0
3,180
11.8%
3.0
1,670
6.2%
4.0
1,239
4.6%
5.0
926
3.4%
6.0
732
2.7%
7.0
582
2.2%
8.0
429
1.6%
10.0
382
1.4%
381.0
322
1.2%
756.0
314
1.2%
312.0
312
1.2%
9.0
294
1.1%
13.0
281
1.0%
12.0
279
1.0%
SMALLEST VALUES

1.0
8,681
32.2%
2.0
3,180
11.8%
3.0
1,670
6.2%
4.0
1,239
4.6%
5.0
926
3.4%
6.0
732
2.7%
7.0
582
2.2%
8.0
429
1.6%
9.0
294
1.1%
10.0
382
1.4%
11.0
216
0.8%
12.0
279
1.0%
13.0
281
1.0%
14.0
155
0.6%
15.0
182
0.7%
LARGEST VALUES

2986.0
3
<0.1%
1486.0
2
<0.1%
847.0
3
<0.1%
767.0
1
<0.1%
756.0
314
1.2%
738.0
50
0.2%
509.0
16
<0.1%
415.0
42
0.2%
382.0
4
<0.1%
381.0
322
1.2%
372.0
1
<0.1%
320.0
1
<0.1%
312.0
312
1.2%
272.0
193
0.7%
269.0
47
0.2%
host_total_listings_count
MISSING:
3
(<1%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_listings_count
0.88
calculated_host_listings_count
0.63
calculated_host_listings_count_entire_homes
0.61
calculated_host_listings_count_shared_rooms
0.36
review_scores_communication
-0.18
availability_365
0.16
review_scores_checkin
-0.15
review_scores_value
-0.15
maximum_minimum_nights
0.13
review_scores_rating
-0.13
id
0.13
host_id
0.13
review_scores_accuracy
-0.11
accommodates
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.50
property_type
0.49
host_response_rate
0.47
host_verifications
0.40
room_type
0.21
neighbourhood_group_cleansed
0.17
bathrooms_text
0.17
instant_bookable
0.16
host_response_time
0.15
source
0.09
has_availability
0.08
host_is_superhost
0.07
neighbourhood
0.07
host_has_profile_pic
0.05
MOST FREQUENT VALUES

1.0
6,509
24.1%
2.0
3,508
13.0%
3.0
1,941
7.2%
4.0
1,463
5.4%
5.0
1,048
3.9%
6.0
859
3.2%
7.0
674
2.5%
8.0
519
1.9%
10.0
395
1.5%
9.0
343
1.3%
11.0
333
1.2%
406.0
322
1.2%
770.0
314
1.2%
354.0
312
1.2%
12.0
297
1.1%
SMALLEST VALUES

1.0
6,509
24.1%
2.0
3,508
13.0%
3.0
1,941
7.2%
4.0
1,463
5.4%
5.0
1,048
3.9%
6.0
859
3.2%
7.0
674
2.5%
8.0
519
1.9%
9.0
343
1.3%
10.0
395
1.5%
11.0
333
1.2%
12.0
297
1.1%
13.0
261
1.0%
14.0
215
0.8%
15.0
156
0.6%
LARGEST VALUES

7172.0
3
<0.1%
2145.0
42
0.2%
1665.0
2
<0.1%
912.0
1
<0.1%
855.0
3
<0.1%
839.0
50
0.2%
770.0
314
1.2%
671.0
16
<0.1%
467.0
1
<0.1%
406.0
322
1.2%
393.0
1
<0.1%
386.0
4
<0.1%
354.0
312
1.2%
339.0
193
0.7%
323.0
9
<0.1%
host_verifications
MISSING:
3
(<1%)
TOP CATEGORIES

['email', 'phone']
20,797
77%
['email', 'phone', 'work_email']
2,816
10%
['phone']
2,760
10%
['phone', 'work_email']
516
2%
['email']
54
<1%
[]
31
<1%
['email', 'work_email']
3
<1%
ALL
26,977
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_verifications
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
host_has_profile_pic
0.10
host_response_rate
0.05
host_acceptance_rate
0.04
has_availability
0.03
room_type
0.03
host_identity_verified
0.03
property_type
0.02
host_response_time
0.02
instant_bookable
0.02
neighbourhood
0.01
bathrooms_text
0.01

THESE FEATURES
GIVE INFORMATION
ON host_verifications:

host_acceptance_rate
0.14
host_response_rate
0.13
property_type
0.04
host_response_time
0.03
bathrooms_text
0.03
neighbourhood_group_cleansed
0.03
room_type
0.02
host_has_profile_pic
0.02
instant_bookable
0.02
neighbourhood
0.02
host_identity_verified
0.01
has_availability
0.01
host_is_superhost
0.01
source
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_verifications
CORRELATION RATIO WITH...

host_listings_count
0.56
calculated_host_listings_count_entire_homes
0.46
calculated_host_listings_count
0.44
host_total_listings_count
0.40
host_id
0.24
calculated_host_listings_count_private_rooms
0.19
maximum_maximum_nights
0.19
maximum_minimum_nights
0.19
maximum_nights
0.17
maximum_nights_avg_ntm
0.17
review_scores_cleanliness
0.17
review_scores_communication
0.17
review_scores_location
0.17
review_scores_accuracy
0.17
host_has_profile_pic
MISSING:
3
(<1%)
TOP CATEGORIES

t
26,199
97%
f
778
3%
ALL
26,977
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_has_profile_pic
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
host_verifications
0.02
neighbourhood
0.01
host_response_rate
0.00
host_identity_verified
0.00
instant_bookable
0.00
host_is_superhost
0.00
host_acceptance_rate
0.00
host_response_time
0.00
property_type
0.00
bathrooms_text
0.00
has_availability
0.00

THESE FEATURES
GIVE INFORMATION
ON host_has_profile_pic:

host_verifications
0.10
host_acceptance_rate
0.06
host_response_rate
0.05
neighbourhood
0.05
property_type
0.03
bathrooms_text
0.02
host_response_time
0.02
neighbourhood_group_cleansed
0.02
instant_bookable
0.02
host_is_superhost
0.02
host_identity_verified
0.01
room_type
0.01
source
0.01
has_availability
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_has_profile_pic
CORRELATION RATIO WITH...

host_id
0.22
id
0.15
availability_30
0.10
availability_60
0.09
maximum_maximum_nights
0.09
review_scores_accuracy
0.08
review_scores_location
0.08
review_scores_cleanliness
0.08
review_scores_rating
0.08
review_scores_checkin
0.08
review_scores_value
0.08
review_scores_communication
0.08
availability_90
0.08
maximum_nights_avg_ntm
0.08
host_identity_verified
MISSING:
3
(<1%)
TOP CATEGORIES

t
24,364
90%
f
2,613
10%
ALL
26,977
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
host_identity_verified
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
has_availability
0.50
source
0.09
host_response_time
0.05
host_response_rate
0.04
host_acceptance_rate
0.03
host_is_superhost
0.03
instant_bookable
0.02
room_type
0.01
host_verifications
0.01
property_type
0.01
host_has_profile_pic
0.01

THESE FEATURES
GIVE INFORMATION
ON host_identity_verified:

has_availability
0.36
host_acceptance_rate
0.28
host_response_rate
0.23
host_response_time
0.18
source
0.14
host_is_superhost
0.05
instant_bookable
0.04
property_type
0.04
room_type
0.03
host_verifications
0.03
bathrooms_text
0.02
neighbourhood_group_cleansed
0.01
host_has_profile_pic
0.00
neighbourhood
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
host_identity_verified
CORRELATION RATIO WITH...

review_scores_communication
0.24
review_scores_cleanliness
0.23
review_scores_value
0.23
review_scores_rating
0.23
review_scores_checkin
0.23
availability_90
0.23
review_scores_location
0.23
review_scores_accuracy
0.23
availability_365
0.22
availability_60
0.21
calculated_host_listings_count_private_rooms
0.20
bathrooms
0.20
beds
0.19
reviews_per_month
0.18
neighbourhood
MISSING:
14,231
(53%)
TOP CATEGORIES

Madrid, Comunidad de Madrid, Spain
11,904
93%
Madrid, Community of Madrid, Spain
434
3%
Madrid, Spain
322
3%
Madrid, Co, Spain
23
<1%
MADRID, Spain
10
<1%
Madrid Center, Madrid, Spain
10
<1%
Madrid , Madrid, Spain
7
<1%
Chueca, Madrid, Spain
5
<1%
Pozuelo de Alarcón, Comunidad de Madrid, Spain
3
<1%
Madrid, SPAIN Madrid Madrid, Spain
2
<1%
Madrid, Comunidad de Madrid, Spain
2
<1%
Madrid, Comunidad de Madrid , Atocha, Spain
2
<1%
Madrid , Comunidad de Madrid, Spain
2
<1%
Madrid, Comunidad de Madrid, España, Spain
2
<1%
Spain
2
<1%
Madrid, Comunidad de Madrid, ES, Madrid, Spain
2
<1%
madrid, Madrid, Spain
1
<1%
(Other)
16
<1%
ALL
12,749
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
neighbourhood
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
host_has_profile_pic
0.05
host_is_superhost
0.03
host_response_rate
0.03
host_verifications
0.02
host_acceptance_rate
0.02
property_type
0.02
room_type
0.01
host_response_time
0.01
bathrooms_text
0.01
has_availability
0.01
neighbourhood_group_cleansed
0.01

THESE FEATURES
GIVE INFORMATION
ON neighbourhood:

host_response_rate
0.07
host_acceptance_rate
0.06
property_type
0.03
host_is_superhost
0.03
neighbourhood_group_cleansed
0.02
bathrooms_text
0.02
host_response_time
0.02
host_verifications
0.01
room_type
0.01
host_has_profile_pic
0.01
instant_bookable
0.00
has_availability
0.00
source
0.00
host_identity_verified
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
neighbourhood
CORRELATION RATIO WITH...

id
0.39
number_of_reviews
0.34
review_scores_communication
0.28
review_scores_cleanliness
0.27
review_scores_checkin
0.27
review_scores_value
0.27
review_scores_rating
0.27
review_scores_accuracy
0.27
review_scores_location
0.27
number_of_reviews_ltm
0.25
host_id
0.24
maximum_nights_avg_ntm
0.18
maximum_maximum_nights
0.18
minimum_maximum_nights
0.17
neighbourhood_cleansed
MISSING:
---
2,992
11%
-
-
Embajadores
2,408
9%
-
-
Universidad
1,894
7%
-
-
Palacio
1,431
5%
-
-
Sol
1,332
5%
-
-
Justicia
1,108
4%
-
-
Cortes
543
2%
-
-
Trafalgar
451
2%
-
-
Palos de Moguer
422
2%
-
-
Guindalera
420
2%
-
-
Cuatro Caminos
394
1%
-
-
Argüelles
385
1%
-
-
Puerta del Angel
384
1%
-
-
Goya
331
1%
-
-
Pacífico
321
1%
-
-
Recoletos
316
1%
-
-
San Diego
302
1%
-
-
Castillejos
286
1%
-
-
Gaztambide
285
1%
-
-
Ventas
279
1%
-
-
Ibiza
275
1%
-
-
Arapiles
266
<1%
-
-
Rios Rosas
257
<1%
-
-
Lista
256
<1%
-
-
Pueblo Nuevo
253
<1%
-
-
Almagro
252
<1%
-
-
Bellas Vistas
246
<1%
-
-
Acacias
241
<1%
-
-
Delicias
239
<1%
-
-
Prosperidad
238
<1%
-
-
Imperial
231
<1%
-
-
Valdeacederas
227
<1%
-
-
San Isidro
224
<1%
-
-
Numancia
207
<1%
-
-
Almenara
204
<1%
-
-
Berruguete
203
<1%
-
-
Castellana
196
<1%
-
-
Chopera
194
<1%
-
-
Opañel
176
<1%
-
-
Comillas
171
<1%
-
-
Vista Alegre
170
<1%
-
-
Fuente del Berro
161
<1%
-
-
Moscardó
159
<1%
-
-
Canillas
158
<1%
-
-
Hispanoamérica
157
<1%
-
-
Valdefuentes
152
<1%
-
-
Nueva España
145
<1%
-
-
Vallehermoso
145
<1%
-
-
Valverde
140
<1%
-
-
Rejas
138
<1%
-
-
Simancas
135
<1%
-
-
Pinar del Rey
134
<1%
-
-
Quintana
127
<1%
-
-
Casco Histórico de Vallecas
118
<1%
-
-
Lucero
118
<1%
-
-
Pradolongo
117
<1%
-
-
Canillejas
116
<1%
-
-
Concepción
115
<1%
-
-
Jerónimos
114
<1%
-
-
Almendrales
114
<1%
-
-
Adelfas
3,407
13%
-
-
(Other)
neighbourhood_group_cleansed
MISSING:
---
TOP CATEGORIES

Centro
11,165
41%
Chamberí
1,768
7%
Salamanca
1,757
7%
Tetuán
1,616
6%
Arganzuela
1,466
5%
Carabanchel
1,029
4%
Ciudad Lineal
973
4%
Retiro
952
4%
Chamartín
841
3%
Puente de Vallecas
840
3%
Latina
777
3%
Moncloa - Aravaca
718
3%
Usera
626
2%
San Blas - Canillejas
606
2%
Hortaleza
534
2%
Fuencarral - El Pardo
406
2%
Villaverde
281
1%
(Other)
625
2%
ALL
26,980
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
neighbourhood_group_cleansed
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
property_type
0.06
room_type
0.06
host_response_rate
0.05
host_acceptance_rate
0.04
bathrooms_text
0.04
host_verifications
0.03
instant_bookable
0.02
neighbourhood
0.02
has_availability
0.02
host_has_profile_pic
0.02
host_response_time
0.02

THESE FEATURES
GIVE INFORMATION
ON neighbourhood_group_cleansed:

host_acceptance_rate
0.06
property_type
0.04
host_response_rate
0.04
bathrooms_text
0.03
room_type
0.02
host_verifications
0.01
host_response_time
0.01
neighbourhood
0.01
instant_bookable
0.01
host_is_superhost
0.00
host_identity_verified
0.00
has_availability
0.00
source
0.00
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
neighbourhood_group_cleansed
CORRELATION RATIO WITH...

longitude
0.95
latitude
0.95
number_of_reviews
0.22
calculated_host_listings_count
0.20
number_of_reviews_ltm
0.19
host_listings_count
0.19
calculated_host_listings_count_entire_homes
0.19
reviews_per_month
0.18
host_total_listings_count
0.17
review_scores_location
0.17
availability_30
0.17
calculated_host_listings_count_shared_rooms
0.16
accommodates
0.16
number_of_reviews_l30d
0.15
latitude
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

longitude
0.23
calculated_host_listings_count
0.08
calculated_host_listings_count_entire_homes
0.08
host_listings_count
0.07
review_scores_location
0.06
bathrooms
0.05
maximum_minimum_nights
0.04
calculated_host_listings_count_shared_rooms
-0.04
number_of_reviews
-0.04
minimum_minimum_nights
0.04
number_of_reviews_ltm
-0.04
minimum_nights_avg_ntm
0.04
accommodates
0.03
bedrooms
0.03

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

neighbourhood_group_cleansed
0.95
property_type
0.15
host_response_rate
0.14
host_acceptance_rate
0.13
bathrooms_text
0.11
room_type
0.08
host_verifications
0.07
neighbourhood
0.04
host_response_time
0.03
has_availability
0.01
instant_bookable
0.01
host_has_profile_pic
0.01
host_identity_verified
0.00
host_is_superhost
0.00
MOST FREQUENT VALUES

40.3796812
40
0.1%
40.4218907
34
0.1%
40.42165
26
<0.1%
40.4118106
22
<0.1%
40.43369879999999
21
<0.1%
40.43735122680664
19
<0.1%
40.434
19
<0.1%
40.422646
18
<0.1%
40.41735
17
<0.1%
40.41058
16
<0.1%
40.41155
15
<0.1%
40.42284
15
<0.1%
40.40963
14
<0.1%
40.4243695
13
<0.1%
40.4642787
13
<0.1%
SMALLEST VALUES

40.33139673018308
1
<0.1%
40.33144
1
<0.1%
40.33189
1
<0.1%
40.33221
1
<0.1%
40.33221741926405
1
<0.1%
40.332465515048
1
<0.1%
40.33253936144462
1
<0.1%
40.333435
6
<0.1%
40.33343505859375
2
<0.1%
40.3334364
3
<0.1%
40.33344
2
<0.1%
40.333614
4
<0.1%
40.333614349365234
1
<0.1%
40.33365
1
<0.1%
40.33366
1
<0.1%
LARGEST VALUES

40.53553
1
<0.1%
40.53330152637666
1
<0.1%
40.53324
1
<0.1%
40.51926
1
<0.1%
40.51896
1
<0.1%
40.51845807592707
1
<0.1%
40.5163732
1
<0.1%
40.51606000614719
1
<0.1%
40.51453
1
<0.1%
40.51417
1
<0.1%
40.5123
1
<0.1%
40.51104
1
<0.1%
40.51041701066592
1
<0.1%
40.5103344483462
1
<0.1%
40.51026
1
<0.1%
longitude
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

latitude
0.23
review_scores_location
-0.06
availability_30
0.04
number_of_reviews
-0.04
maximum_maximum_nights
-0.03
availability_60
0.03
calculated_host_listings_count_shared_rooms
-0.03
maximum_nights
-0.03
host_id
0.03
calculated_host_listings_count_private_rooms
-0.03
review_scores_rating
0.03
maximum_nights_avg_ntm
-0.03
review_scores_accuracy
0.02
maximum_minimum_nights
-0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

neighbourhood_group_cleansed
0.95
host_acceptance_rate
0.14
property_type
0.14
host_response_rate
0.14
bathrooms_text
0.09
room_type
0.07
neighbourhood
0.07
host_response_time
0.05
instant_bookable
0.04
host_is_superhost
0.04
host_verifications
0.03
has_availability
0.02
source
0.02
host_identity_verified
0.02
MOST FREQUENT VALUES

-3.7076359
40
0.1%
-3.703881299999999
34
0.1%
-3.70217
29
0.1%
-3.70179
26
<0.1%
-3.707
26
<0.1%
-3.7048624
23
<0.1%
-3.6722668
21
<0.1%
-3.71134090423584
20
<0.1%
-3.7073005
18
<0.1%
-3.70213
15
<0.1%
-3.70733
15
<0.1%
-3.69973
15
<0.1%
-3.7027
14
<0.1%
-3.70146
14
<0.1%
-3.70248
14
<0.1%
SMALLEST VALUES

-3.8330714277148017
1
<0.1%
-3.82281
1
<0.1%
-3.8228075
5
<0.1%
-3.817095999999999
1
<0.1%
-3.8094056156623366
1
<0.1%
-3.7962
1
<0.1%
-3.79601
1
<0.1%
-3.79578
1
<0.1%
-3.794113495468981
1
<0.1%
-3.79295
1
<0.1%
-3.79198
1
<0.1%
-3.791759014129639
1
<0.1%
-3.791722059249878
1
<0.1%
-3.7913410663604736
1
<0.1%
-3.79099
1
<0.1%
LARGEST VALUES

-3.5459040932605648
1
<0.1%
-3.547164299071744
1
<0.1%
-3.54768
1
<0.1%
-3.55118
1
<0.1%
-3.551197692501405
1
<0.1%
-3.5516296234653315
1
<0.1%
-3.5523896664835646
1
<0.1%
-3.5538411988116008
1
<0.1%
-3.55627
1
<0.1%
-3.55715
1
<0.1%
-3.5577
1
<0.1%
-3.55871
1
<0.1%
-3.56014
1
<0.1%
-3.56049
1
<0.1%
-3.56397
1
<0.1%
property_type
MISSING:
---
TOP CATEGORIES

Entire rental unit
15,414
57%
Private room in rental unit
6,724
25%
Private room in home
842
3%
Entire condo
650
2%
Entire loft
564
2%
Private room in condo
341
1%
Entire home
333
1%
Entire serviced apartment
322
1%
Private room in hostel
238
<1%
Private room in casa particular
210
<1%
Room in hotel
191
<1%
Private room in bed and breakfast
136
<1%
Shared room in hostel
111
<1%
Shared room in rental unit
111
<1%
Private room in guesthouse
57
<1%
Room in boutique hotel
56
<1%
Private room
48
<1%
(Other)
632
2%
ALL
26,980
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
property_type
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
room_type
0.99
bathrooms_text
0.25
instant_bookable
0.09
host_response_rate
0.06
has_availability
0.06
host_acceptance_rate
0.06
source
0.04
host_response_time
0.04
neighbourhood_group_cleansed
0.04
host_verifications
0.04
host_identity_verified
0.04

THESE FEATURES
GIVE INFORMATION
ON property_type:

room_type
0.48
bathrooms_text
0.28
host_acceptance_rate
0.11
host_response_rate
0.08
neighbourhood_group_cleansed
0.06
instant_bookable
0.04
host_response_time
0.03
host_verifications
0.02
neighbourhood
0.02
source
0.02
has_availability
0.01
host_identity_verified
0.01
host_is_superhost
0.01
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
property_type
CORRELATION RATIO WITH...

calculated_host_listings_count_shared_rooms
0.83
accommodates
0.54
host_total_listings_count
0.49
beds
0.40
bedrooms
0.31
calculated_host_listings_count_entire_homes
0.29
calculated_host_listings_count_private_rooms
0.27
host_listings_count
0.25
calculated_host_listings_count
0.24
bathrooms
0.22
id
0.19
maximum_maximum_nights
0.18
review_scores_location
0.18
review_scores_cleanliness
0.18
room_type
MISSING:
---
TOP CATEGORIES

Entire home/apt
17,490
65%
Private room
9,055
34%
Shared room
343
1%
Hotel room
92
<1%
ALL
26,980
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
room_type
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
property_type
0.48
bathrooms_text
0.23
instant_bookable
0.04
has_availability
0.04
source
0.03
host_response_rate
0.03
host_identity_verified
0.03
host_acceptance_rate
0.03
host_response_time
0.02
host_verifications
0.02
neighbourhood_group_cleansed
0.02

THESE FEATURES
GIVE INFORMATION
ON room_type:

property_type
0.99
bathrooms_text
0.53
host_acceptance_rate
0.11
host_response_rate
0.08
neighbourhood_group_cleansed
0.06
instant_bookable
0.04
host_response_time
0.04
host_verifications
0.03
source
0.02
neighbourhood
0.01
host_identity_verified
0.01
has_availability
0.01
host_is_superhost
0.01
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
room_type
CORRELATION RATIO WITH...

calculated_host_listings_count_shared_rooms
0.64
accommodates
0.53
beds
0.34
bedrooms
0.28
calculated_host_listings_count_entire_homes
0.27
calculated_host_listings_count_private_rooms
0.24
host_total_listings_count
0.21
calculated_host_listings_count
0.20
host_listings_count
0.19
bathrooms
0.17
maximum_maximum_nights
0.16
maximum_nights_avg_ntm
0.14
number_of_reviews
0.13
number_of_reviews_ltm
0.13
accommodates
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

beds
0.71
bedrooms
0.60
bathrooms
0.39
calculated_host_listings_count_entire_homes
0.20
calculated_host_listings_count_private_rooms
-0.16
calculated_host_listings_count
0.15
maximum_maximum_nights
0.14
host_listings_count
0.14
maximum_nights_avg_ntm
0.12
number_of_reviews_ltm
0.12
number_of_reviews_l30d
0.12
number_of_reviews
0.11
maximum_nights
0.11
host_total_listings_count
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
0.59
property_type
0.54
room_type
0.53
host_acceptance_rate
0.30
host_response_rate
0.28
host_response_time
0.21
instant_bookable
0.19
host_verifications
0.16
neighbourhood_group_cleansed
0.16
source
0.12
neighbourhood
0.11
host_identity_verified
0.09
has_availability
0.08
host_is_superhost
0.07
MOST FREQUENT VALUES

2
9,506
35.2%
4
6,249
23.2%
1
4,213
15.6%
3
2,666
9.9%
6
2,015
7.5%
5
1,193
4.4%
8
507
1.9%
7
288
1.1%
10
130
0.5%
9
74
0.3%
12
53
0.2%
16
36
0.1%
11
19
<0.1%
14
14
<0.1%
13
10
<0.1%
SMALLEST VALUES

1
4,213
15.6%
2
9,506
35.2%
3
2,666
9.9%
4
6,249
23.2%
5
1,193
4.4%
6
2,015
7.5%
7
288
1.1%
8
507
1.9%
9
74
0.3%
10
130
0.5%
11
19
<0.1%
12
53
0.2%
13
10
<0.1%
14
14
<0.1%
15
7
<0.1%
LARGEST VALUES

16
36
0.1%
15
7
<0.1%
14
14
<0.1%
13
10
<0.1%
12
53
0.2%
11
19
<0.1%
10
130
0.5%
9
74
0.3%
8
507
1.9%
7
288
1.1%
6
2,015
7.5%
5
1,193
4.4%
4
6,249
23.2%
3
2,666
9.9%
2
9,506
35.2%
bathrooms
MISSING:
5,940
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

bedrooms
0.48
beds
0.44
accommodates
0.39
calculated_host_listings_count_private_rooms
0.12
calculated_host_listings_count
0.12
calculated_host_listings_count_shared_rooms
0.12
host_listings_count
0.11
calculated_host_listings_count_entire_homes
0.09
host_total_listings_count
0.08
availability_90
-0.08
availability_60
-0.07
review_scores_communication
-0.07
review_scores_checkin
-0.05
availability_30
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
0.71
source
0.67
host_response_rate
0.48
host_acceptance_rate
0.48
host_response_time
0.42
has_availability
0.28
property_type
0.22
host_identity_verified
0.20
room_type
0.17
instant_bookable
0.12
host_is_superhost
0.12
host_verifications
0.11
neighbourhood_group_cleansed
0.10
neighbourhood
0.06
MOST FREQUENT VALUES

1.0
15,015
71.4%
2.0
3,468
16.5%
1.5
1,092
5.2%
3.0
504
2.4%
0.5
277
1.3%
2.5
226
1.1%
0.0
136
0.6%
4.0
127
0.6%
5.0
67
0.3%
3.5
50
0.2%
4.5
33
0.2%
8.0
16
<0.1%
6.0
14
<0.1%
7.0
5
<0.1%
5.5
4
<0.1%
SMALLEST VALUES

0.0
136
0.6%
0.5
277
1.3%
1.0
15,015
71.4%
1.5
1,092
5.2%
2.0
3,468
16.5%
2.5
226
1.1%
3.0
504
2.4%
3.5
50
0.2%
4.0
127
0.6%
4.5
33
0.2%
5.0
67
0.3%
5.5
4
<0.1%
6.0
14
<0.1%
6.5
2
<0.1%
7.0
5
<0.1%
LARGEST VALUES

12.0
1
<0.1%
10.0
2
<0.1%
8.5
1
<0.1%
8.0
16
<0.1%
7.0
5
<0.1%
6.5
2
<0.1%
6.0
14
<0.1%
5.5
4
<0.1%
5.0
67
0.3%
4.5
33
0.2%
4.0
127
0.6%
3.5
50
0.2%
3.0
504
2.4%
2.5
226
1.1%
2.0
3,468
16.5%
bathrooms_text
MISSING:
39
(<1%)
TOP CATEGORIES

1 bath
14,180
53%
2 baths
3,887
14%
1 shared bath
3,574
13%
1 private bath
1,514
6%
1.5 baths
952
4%
2 shared baths
551
2%
1.5 shared baths
545
2%
3 baths
502
2%
2.5 baths
225
<1%
Half-bath
170
<1%
3 shared baths
119
<1%
Shared half-bath
110
<1%
4 baths
105
<1%
0 baths
92
<1%
0 shared baths
75
<1%
2.5 shared baths
57
<1%
5 baths
54
<1%
(Other)
229
<1%
ALL
26,941
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
bathrooms_text
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
room_type
0.53
property_type
0.28
host_response_rate
0.05
host_acceptance_rate
0.04
source
0.03
has_availability
0.03
host_verifications
0.03
instant_bookable
0.03
neighbourhood_group_cleansed
0.03
host_response_time
0.03
host_has_profile_pic
0.02

THESE FEATURES
GIVE INFORMATION
ON bathrooms_text:

property_type
0.25
room_type
0.23
host_acceptance_rate
0.07
host_response_rate
0.06
neighbourhood_group_cleansed
0.04
host_response_time
0.02
host_verifications
0.01
instant_bookable
0.01
source
0.01
neighbourhood
0.01
has_availability
0.00
host_is_superhost
0.00
host_identity_verified
0.00
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
bathrooms_text
CORRELATION RATIO WITH...

bathrooms
0.71
accommodates
0.59
bedrooms
0.56
calculated_host_listings_count_shared_rooms
0.46
beds
0.45
calculated_host_listings_count_entire_homes
0.26
calculated_host_listings_count
0.26
calculated_host_listings_count_private_rooms
0.24
host_listings_count
0.23
id
0.21
host_total_listings_count
0.17
host_id
0.14
availability_90
0.14
availability_30
0.13
bedrooms
MISSING:
2,543
(9%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

accommodates
0.60
beds
0.58
bathrooms
0.48
availability_90
-0.12
availability_60
-0.10
calculated_host_listings_count_entire_homes
0.10
host_listings_count
0.09
calculated_host_listings_count
0.08
maximum_minimum_nights
0.07
availability_30
-0.07
availability_365
-0.07
minimum_nights_avg_ntm
0.06
minimum_minimum_nights
0.06
host_total_listings_count
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bathrooms_text
0.56
property_type
0.31
room_type
0.28
host_response_rate
0.27
host_acceptance_rate
0.26
source
0.17
host_response_time
0.16
host_verifications
0.11
neighbourhood_group_cleansed
0.10
has_availability
0.10
neighbourhood
0.05
host_is_superhost
0.04
instant_bookable
0.04
host_identity_verified
0.04
MOST FREQUENT VALUES

1.0
14,966
61.2%
2.0
5,372
22.0%
3.0
1,911
7.8%
0.0
1,464
6.0%
4.0
447
1.8%
5.0
149
0.6%
6.0
62
0.3%
7.0
21
<0.1%
8.0
14
<0.1%
9.0
8
<0.1%
10.0
8
<0.1%
14.0
4
<0.1%
11.0
4
<0.1%
15.0
2
<0.1%
12.0
2
<0.1%
SMALLEST VALUES

0.0
1,464
6.0%
1.0
14,966
61.2%
2.0
5,372
22.0%
3.0
1,911
7.8%
4.0
447
1.8%
5.0
149
0.6%
6.0
62
0.3%
7.0
21
<0.1%
8.0
14
<0.1%
9.0
8
<0.1%
10.0
8
<0.1%
11.0
4
<0.1%
12.0
2
<0.1%
13.0
1
<0.1%
14.0
4
<0.1%
LARGEST VALUES

25.0
1
<0.1%
18.0
1
<0.1%
15.0
2
<0.1%
14.0
4
<0.1%
13.0
1
<0.1%
12.0
2
<0.1%
11.0
4
<0.1%
10.0
8
<0.1%
9.0
8
<0.1%
8.0
14
<0.1%
7.0
21
<0.1%
6.0
62
0.3%
5.0
149
0.6%
4.0
447
1.8%
3.0
1,911
7.8%
beds
MISSING:
5,962
(22%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

accommodates
0.71
bedrooms
0.58
bathrooms
0.44
calculated_host_listings_count_shared_rooms
0.14
maximum_maximum_nights
0.12
calculated_host_listings_count_entire_homes
0.11
maximum_nights_avg_ntm
0.11
maximum_nights
0.11
id
-0.10
calculated_host_listings_count
0.10
minimum_maximum_nights
0.09
calculated_host_listings_count_private_rooms
-0.09
host_listings_count
0.09
number_of_reviews
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

source
0.52
bathrooms_text
0.45
property_type
0.40
host_response_rate
0.38
host_acceptance_rate
0.38
host_response_time
0.35
room_type
0.34
has_availability
0.22
host_identity_verified
0.19
instant_bookable
0.16
host_verifications
0.12
host_is_superhost
0.12
neighbourhood
0.11
neighbourhood_group_cleansed
0.10
MOST FREQUENT VALUES

1.0
9,674
46.0%
2.0
5,849
27.8%
3.0
2,648
12.6%
4.0
1,394
6.6%
5.0
465
2.2%
0.0
460
2.2%
6.0
245
1.2%
7.0
84
0.4%
8.0
74
0.4%
10.0
38
0.2%
9.0
29
0.1%
12.0
23
0.1%
14.0
10
<0.1%
20.0
7
<0.1%
11.0
5
<0.1%
SMALLEST VALUES

0.0
460
2.2%
1.0
9,674
46.0%
2.0
5,849
27.8%
3.0
2,648
12.6%
4.0
1,394
6.6%
5.0
465
2.2%
6.0
245
1.2%
7.0
84
0.4%
8.0
74
0.4%
9.0
29
0.1%
10.0
38
0.2%
11.0
5
<0.1%
12.0
23
0.1%
13.0
4
<0.1%
14.0
10
<0.1%
LARGEST VALUES

40.0
1
<0.1%
30.0
1
<0.1%
20.0
7
<0.1%
18.0
1
<0.1%
17.0
1
<0.1%
16.0
2
<0.1%
15.0
3
<0.1%
14.0
10
<0.1%
13.0
4
<0.1%
12.0
23
0.1%
11.0
5
<0.1%
10.0
38
0.2%
9.0
29
0.1%
8.0
74
0.4%
7.0
84
0.4%
amenities
MISSING:
---
180
<1%
-
-
["Air conditioning", "Wifi", "TV", "Washer", "Kitchen"]
92
<1%
-
-
["Air conditioning", "Wifi", "TV", "Washer", "Kitchen", "Dedicated workspace"]
90
<1%
-
-
["Heating", "Kitchen", "Wifi", "Hangers", "TV", "Cooking basics", "Washer", "Essentials", "Host greets you", "Hot water", "Clothing storage", "Bed linens", "Dedicated workspac
89
<1%
-
-
["Wifi", "Washer", "Kitchen", "TV"]
71
<1%
-
-
["Heating", "Hair dryer", "Toaster", "TV", "Hot water kettle", "Kitchen", "Smart lock", "Dishwasher", "Wifi", "Microwave", "Stove", "Air conditioning", "Dishes and silverware&
65
<1%
-
-
[]
64
<1%
-
-
["Wifi", "Lock on bedroom door", "Washer", "Kitchen", "Dedicated workspace"]
48
<1%
-
-
["Heating", "Hair dryer", "Pets allowed", "Washer \u2013\u00a0In unit", "TV", "Patio or balcony", "Private entrance", "Kitchen", "Dishwasher", "Wifi", "Hangers", "Cooking basics",
48
<1%
-
-
["Heating", "Hair dryer", "Pets allowed", "Washer \u2013\u00a0In unit", "TV", "Private entrance", "Kitchen", "Dishwasher", "Wifi", "Hangers", "Cooking basics", "Lockbox", "Mic
48
<1%
-
-
["Lock on bedroom door", "Washer", "Kitchen", "Wifi"]
41
<1%
-
-
["Heating", "Kitchen", "Wifi", "Hangers", "TV", "Cooking basics", "Lock on bedroom door", "Washer", "Essentials", "Host greets you", "Hot water", "Clothing storage", "Bed line
39
<1%
-
-
["Heating", "Dining table", "Toaster", "TV", "Patio or balcony", "Kitchen", "Clothing storage", "Wifi", "Free street parking", "Microwave", "Stove", "Refrigerator", "Outdoor k
38
<1%
-
-
["Wifi", "TV", "Washer", "Kitchen", "Dedicated workspace"]
37
<1%
-
-
["Wifi", "Washer", "Kitchen"]
27
<1%
-
-
["Air conditioning", "Exercise equipment", "Hair dryer", "Heating", "Self check-in", "Wifi", "TV", "Cooking basics", "Fire extinguisher", "Washer", "Smoke alarm", "Exterior security cam
26
<1%
-
-
["Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen"]
26
<1%
-
-
["Wifi", "Washer", "Kitchen", "Dedicated workspace"]
24
<1%
-
-
["Heating", "Wifi", "TV", "Hangers", "Cooking basics", "Washer", "Essentials", "Hot water", "Kitchen", "Dedicated workspace"]
22
<1%
-
-
["Heating", "Hair dryer", "Toaster", "TV", "Hot water kettle", "Patio or balcony", "Kitchen", "Smart lock", "Wifi", "Cooking basics", "Smoke alarm", "Carbon monoxide alarm", "
22
<1%
-
-
["Air conditioning", "Wifi", "TV", "Washer", "Hot water", "Kitchen"]
21
<1%
-
-
["Air conditioning", "Heating", "Dishwasher", "Washer", "TV with standard cable", "Elevator", "Bed linens"]
21
<1%
-
-
["Heating", "Kitchen", "Wifi", "Hangers", "TV", "Washer", "Essentials", "Host greets you", "Hot water", "Clothing storage", "Bed linens", "Dedicated workspace"]
21
<1%
-
-
["Heating", "Hair dryer", "Toaster", "TV", "Hot water kettle", "Patio or balcony", "Kitchen", "Smart lock", "Dishwasher", "Wifi", "Microwave", "Stove", "Air conditioning"
20
<1%
-
-
["Air conditioning", "Wifi", "TV", "Paid parking on premises", "Washer", "Kitchen", "Dedicated workspace"]
20
<1%
-
-
["Air conditioning", "Heating", "Wifi", "TV", "Washer", "Kitchen"]
19
<1%
-
-
["Air conditioning", "Heating", "Wifi", "TV", "Washer", "Hot water", "Kitchen"]
18
<1%
-
-
["Wifi", "TV", "Washer", "Host greets you", "Kitchen", "Dedicated workspace"]
17
<1%
-
-
["Air conditioning", "Washer", "Kitchen", "Wifi"]
16
<1%
-
-
["Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen", "Dedicated workspace"]
16
<1%
-
-
["Wifi", "Kitchen"]
16
<1%
-
-
["Air conditioning", "Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen", "Dedicated workspace"]
16
<1%
-
-
["Heating", "Hair dryer", "TV", "Kitchen", "Wifi", "Microwave", "Stove", "Air conditioning", "Dryer", "Refrigerator", "Dishes and silverware", "Washer", "Essentials", &qu
16
<1%
-
-
["Air conditioning", "Pets allowed", "Wifi", "TV", "Washer", "Kitchen"]
15
<1%
-
-
["Heating", "Dining table", "Hair dryer", "Toaster", "Freezer", "TV with standard cable", "Hot water kettle", "Cleaning products", "Kitchen", "Clothing storage", "Dishwasher", "Wifi&quo
14
<1%
-
-
["Air conditioning", "Wifi", "TV"]
14
<1%
-
-
["Heating", "Hair dryer", "Extra pillows and blankets", "TV", "Kitchen", "Wifi", "Hangers", "Cooking basics", "Microwave", "Stove", "Air conditioning", "Dishes and silverware", &qu
13
<1%
-
-
["Wifi", "Shampoo", "Lock on bedroom door", "Essentials", "Elevator", "Kitchen"]
13
<1%
-
-
["Heating", "Hair dryer", "Toaster", "TV", "Hot water kettle", "Kitchen", "Smart lock", "Dishwasher", "Wifi", "Microwave", "Stove", "Air conditioning", "Dryer", "Ref
13
<1%
-
-
["Air conditioning", "Wifi", "Lock on bedroom door", "Washer", "Kitchen"]
13
<1%
-
-
["Heating", "Wifi", "Cooking basics", "Lock on bedroom door", "Kitchen", "Dedicated workspace"]
13
<1%
-
-
["Wifi", "Kitchen", "TV"]
12
<1%
-
-
["Air conditioning", "Wifi", "TV", "Paid parking on premises", "Fire extinguisher", "Washer", "Smoke alarm", "Exterior security cameras on property", "Kitchen"]
12
<1%
-
-
["Heating", "Hair dryer", "TV", "Hot water kettle", "Kitchen", "Wifi", "Microwave", "Stove", "Air conditioning", "Dryer", "Refrigerator", "Dishes and silverware", "Washer"
12
<1%
-
-
["Air conditioning", "Wifi", "TV", "Lock on bedroom door", "Washer", "Kitchen"]
12
<1%
-
-
["Heating", "Wifi", "TV", "Washer", "Kitchen"]
12
<1%
-
-
["Air conditioning", "Heating", "Dishwasher", "Wifi", "Washer", "TV with standard cable", "Elevator", "Free parking on premises", "Pool", "Bed linens"]
12
<1%
-
-
["Heating", "Dining table", "Hair dryer", "Pets allowed", "Toaster", "Freezer", "TV", "Wine glasses", "Hot water kettle", "Shower gel", "Cleaning products", "Kitchen", "Clothi
12
<1%
-
-
["Heating", "Hair dryer", "TV", "Patio or balcony", "Kitchen", "Paid parking off premises", "Smart lock", "Dishwasher", "Wifi", "Hangers", "Cooking basics", "Microwave", "Stov
12
<1%
-
-
["Heating", "Dining table", "Hair dryer", "Toaster", "Freezer", "TV", "Paid dryer \u2013 In unit", "Exterior security cameras on property", "Hot water kettle", "Shower gel", "Cleaning products&qu
12
<1%
-
-
["Air conditioning", "Wifi", "Washer", "Kitchen", "Dedicated workspace"]
11
<1%
-
-
["Air conditioning", "Wifi", "Kitchen", "TV"]
11
<1%
-
-
["Heating", "Hair dryer", "TV", "Exterior security cameras on property", "Shower gel", "Kitchen", "Wifi", "Air conditioning", "Refrigerator", "Shampoo", "Ethernet connection", "Washer&q
11
<1%
-
-
["Heating", "Hair dryer", "Pets allowed", "Washer \u2013\u00a0In unit", "TV", "Patio or balcony", "Private entrance", "Kitchen", "Dishwasher", "Wifi", "Hangers", "Cooking basics",
11
<1%
-
-
["Heating", "Hair dryer", "TV", "First aid kit", "Exterior security cameras on property", "Private entrance", "Wifi", "Hangers", "Smoke alarm", "Carbon monoxide alarm", "Smoking allowed", &q
11
<1%
-
-
["Air conditioning", "Self check-in", "Wifi", "TV", "Washer", "Keypad", "Carbon monoxide alarm", "Kitchen", "Dedicated workspace"]
11
<1%
-
-
["Heating", "Dining table", "Toaster", "Kitchenette", "First aid kit", "Exterior security cameras on property", "Shower gel", "Cleaning products", "Smart lock", "Wifi", "Hangers", "Micr
11
<1%
-
-
["Air conditioning", "Heating", "Refrigerator", "Wifi", "Shampoo", "TV", "Ethernet connection", "Fire extinguisher", "Elevator", "Body soap", "Exterior security cameras on property", "E
10
<1%
-
-
["Air conditioning", "Wifi", "TV", "Washer", "Free parking on premises", "Kitchen", "Dedicated workspace"]
10
<1%
-
-
["Air conditioning", "Wifi", "TV", "Washer", "Host greets you", "Kitchen"]
10
<1%
-
-
["Heating", "Hair dryer", "Pets allowed", "Washer \u2013\u00a0In unit", "TV", "Private entrance", "Kitchen", "Dishwasher", "Wifi", "Hangers", "Cooking basics", "Lockbox", "Mic
25,323
94%
-
-
(Other)
price
MISSING:
5,912
(22%)
281
1%
-
-
$100.00
273
1%
-
-
$50.00
271
1%
-
-
$60.00
268
1%
-
-
$40.00
261
1%
-
-
$35.00
235
1%
-
-
$80.00
226
1%
-
-
$30.00
215
1%
-
-
$120.00
210
<1%
-
-
$45.00
206
<1%
-
-
$90.00
198
<1%
-
-
$25.00
197
<1%
-
-
$75.00
191
<1%
-
-
$85.00
188
<1%
-
-
$150.00
184
<1%
-
-
$65.00
179
<1%
-
-
$55.00
172
<1%
-
-
$70.00
170
<1%
-
-
$110.00
170
<1%
-
-
$95.00
157
<1%
-
-
$99.00
155
<1%
-
-
$115.00
151
<1%
-
-
$105.00
146
<1%
-
-
$81.00
144
<1%
-
-
$28.00
141
<1%
-
-
$98.00
141
<1%
-
-
$86.00
140
<1%
-
-
$93.00
139
<1%
-
-
$78.00
138
<1%
-
-
$114.00
136
<1%
-
-
$96.00
134
<1%
-
-
$130.00
133
<1%
-
-
$121.00
131
<1%
-
-
$111.00
131
<1%
-
-
$39.00
130
<1%
-
-
$91.00
128
<1%
-
-
$92.00
127
<1%
-
-
$36.00
127
<1%
-
-
$79.00
127
<1%
-
-
$69.00
126
<1%
-
-
$84.00
123
<1%
-
-
$106.00
123
<1%
-
-
$200.00
123
<1%
-
-
$68.00
122
<1%
-
-
$89.00
120
<1%
-
-
$129.00
119
<1%
-
-
$136.00
119
<1%
-
-
$83.00
119
<1%
-
-
$125.00
118
<1%
-
-
$104.00
118
<1%
-
-
$94.00
118
<1%
-
-
$101.00
118
<1%
-
-
$59.00
118
<1%
-
-
$160.00
117
<1%
-
-
$88.00
116
<1%
-
-
$116.00
116
<1%
-
-
$31.00
115
<1%
-
-
$82.00
113
<1%
-
-
$109.00
109
<1%
-
-
$38.00
109
<1%
-
-
$64.00
11,738
56%
-
-
(Other)
minimum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

minimum_nights_avg_ntm
0.92
minimum_minimum_nights
0.91
maximum_minimum_nights
0.67
number_of_reviews_ltm
-0.11
reviews_per_month
-0.11
calculated_host_listings_count
0.10
calculated_host_listings_count_entire_homes
0.09
host_listings_count
0.09
number_of_reviews_l30d
-0.08
number_of_reviews
-0.07
host_total_listings_count
0.06
calculated_host_listings_count_private_rooms
0.06
bedrooms
0.05
accommodates
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.22
host_response_rate
0.18
host_response_time
0.12
property_type
0.12
instant_bookable
0.10
bathrooms_text
0.08
neighbourhood_group_cleansed
0.07
host_verifications
0.06
source
0.05
host_is_superhost
0.03
neighbourhood
0.02
room_type
0.02
host_identity_verified
0.02
host_has_profile_pic
0.01
MOST FREQUENT VALUES

1
11,722
43.4%
2
5,393
20.0%
3
3,207
11.9%
30
1,193
4.4%
4
1,016
3.8%
7
751
2.8%
5
726
2.7%
31
450
1.7%
15
332
1.2%
90
293
1.1%
28
249
0.9%
6
220
0.8%
10
198
0.7%
32
184
0.7%
20
153
0.6%
SMALLEST VALUES

1
11,722
43.4%
2
5,393
20.0%
3
3,207
11.9%
4
1,016
3.8%
5
726
2.7%
6
220
0.8%
7
751
2.8%
8
38
0.1%
9
16
<0.1%
10
198
0.7%
11
4
<0.1%
12
39
0.1%
13
9
<0.1%
14
139
0.5%
15
332
1.2%
LARGEST VALUES

1125
4
<0.1%
1100
1
<0.1%
1000
2
<0.1%
999
1
<0.1%
750
1
<0.1%
700
1
<0.1%
600
4
<0.1%
400
1
<0.1%
365
33
0.1%
364
1
<0.1%
360
6
<0.1%
333
1
<0.1%
330
1
<0.1%
305
1
<0.1%
300
17
<0.1%
maximum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

maximum_maximum_nights
0.70
maximum_nights_avg_ntm
0.65
minimum_maximum_nights
0.59
id
-0.25
accommodates
0.11
beds
0.11
calculated_host_listings_count_entire_homes
0.09
number_of_reviews
0.09
calculated_host_listings_count
0.09
host_id
-0.08
maximum_minimum_nights
0.08
reviews_per_month
-0.08
host_total_listings_count
0.07
availability_365
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.23
host_response_rate
0.18
host_verifications
0.17
property_type
0.16
instant_bookable
0.12
room_type
0.12
neighbourhood
0.11
host_response_time
0.10
bathrooms_text
0.10
neighbourhood_group_cleansed
0.08
host_identity_verified
0.07
host_has_profile_pic
0.06
host_is_superhost
0.06
source
0.04
MOST FREQUENT VALUES

365
10,423
38.6%
1125
8,347
30.9%
30
1,172
4.3%
90
553
2.0%
60
521
1.9%
15
427
1.6%
330
422
1.6%
7
375
1.4%
180
328
1.2%
730
298
1.1%
10
232
0.9%
5
211
0.8%
3
187
0.7%
360
175
0.6%
31
173
0.6%
SMALLEST VALUES

1
69
0.3%
2
169
0.6%
3
187
0.7%
4
145
0.5%
5
211
0.8%
6
83
0.3%
7
375
1.4%
8
74
0.3%
9
34
0.1%
10
232
0.9%
11
12
<0.1%
12
41
0.2%
13
11
<0.1%
14
140
0.5%
15
427
1.6%
LARGEST VALUES

11111
1
<0.1%
1825
1
<0.1%
1125
8,347
30.9%
1124
139
0.5%
1123
12
<0.1%
1121
1
<0.1%
1120
17
<0.1%
1115
1
<0.1%
1112
1
<0.1%
1111
1
<0.1%
1100
4
<0.1%
1095
1
<0.1%
1091
1
<0.1%
1024
3
<0.1%
1001
1
<0.1%
minimum_minimum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

minimum_nights_avg_ntm
0.97
minimum_nights
0.91
maximum_minimum_nights
0.71
calculated_host_listings_count
0.13
number_of_reviews_ltm
-0.12
reviews_per_month
-0.12
calculated_host_listings_count_entire_homes
0.12
host_listings_count
0.11
number_of_reviews_l30d
-0.09
host_total_listings_count
0.08
number_of_reviews
-0.08
calculated_host_listings_count_private_rooms
0.06
bedrooms
0.06
bathrooms
0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.24
host_response_rate
0.20
host_response_time
0.13
property_type
0.12
instant_bookable
0.10
bathrooms_text
0.09
neighbourhood_group_cleansed
0.08
host_verifications
0.08
source
0.06
host_is_superhost
0.04
neighbourhood
0.04
room_type
0.02
host_identity_verified
0.02
host_has_profile_pic
0.02
MOST FREQUENT VALUES

1
11,919
44.2%
2
6,354
23.6%
3
2,511
9.3%
30
1,210
4.5%
4
784
2.9%
5
679
2.5%
7
678
2.5%
31
441
1.6%
15
335
1.2%
90
264
1.0%
28
249
0.9%
6
206
0.8%
10
195
0.7%
32
155
0.6%
14
137
0.5%
SMALLEST VALUES

1
11,919
44.2%
2
6,354
23.6%
3
2,511
9.3%
4
784
2.9%
5
679
2.5%
6
206
0.8%
7
678
2.5%
8
40
0.1%
9
30
0.1%
10
195
0.7%
11
9
<0.1%
12
42
0.2%
13
19
<0.1%
14
137
0.5%
15
335
1.2%
LARGEST VALUES

1125
3
<0.1%
1000
2
<0.1%
999
1
<0.1%
750
1
<0.1%
700
1
<0.1%
600
4
<0.1%
365
31
0.1%
364
1
<0.1%
360
5
<0.1%
333
1
<0.1%
330
1
<0.1%
305
1
<0.1%
300
17
<0.1%
289
1
<0.1%
240
1
<0.1%
maximum_minimum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

minimum_nights_avg_ntm
0.74
minimum_minimum_nights
0.71
minimum_nights
0.67
calculated_host_listings_count_entire_homes
0.28
calculated_host_listings_count
0.28
host_listings_count
0.19
host_total_listings_count
0.13
reviews_per_month
-0.11
number_of_reviews_ltm
-0.10
maximum_nights
0.08
review_scores_value
-0.08
availability_365
0.08
bedrooms
0.07
number_of_reviews
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.21
host_response_time
0.20
host_verifications
0.19
host_identity_verified
0.14
property_type
0.14
host_response_rate
0.12
bathrooms_text
0.12
neighbourhood_group_cleansed
0.11
room_type
0.10
neighbourhood
0.07
has_availability
0.03
host_has_profile_pic
0.03
host_is_superhost
0.03
source
0.02
MOST FREQUENT VALUES

1
6,465
24.0%
2
5,639
20.9%
3
3,988
14.8%
4
1,869
6.9%
5
1,639
6.1%
30
1,237
4.6%
7
1,115
4.1%
6
743
2.8%
31
571
2.1%
90
568
2.1%
28
419
1.6%
15
355
1.3%
10
307
1.1%
32
202
0.7%
14
200
0.7%
SMALLEST VALUES

1
6,465
24.0%
2
5,639
20.9%
3
3,988
14.8%
4
1,869
6.9%
5
1,639
6.1%
6
743
2.8%
7
1,115
4.1%
8
37
0.1%
9
15
<0.1%
10
307
1.1%
11
11
<0.1%
12
62
0.2%
13
26
<0.1%
14
200
0.7%
15
355
1.3%
LARGEST VALUES

1125
3
<0.1%
1000
2
<0.1%
999
1
<0.1%
750
1
<0.1%
700
1
<0.1%
600
4
<0.1%
365
199
0.7%
364
1
<0.1%
360
6
<0.1%
333
1
<0.1%
330
1
<0.1%
305
1
<0.1%
300
17
<0.1%
289
1
<0.1%
250
1
<0.1%
minimum_maximum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

maximum_nights_avg_ntm
0.96
maximum_maximum_nights
0.88
maximum_nights
0.59
id
-0.28
number_of_reviews
0.21
number_of_reviews_ltm
0.15
host_id
-0.14
availability_30
-0.12
availability_60
-0.10
beds
0.09
accommodates
0.09
availability_90
-0.09
number_of_reviews_l30d
0.07
maximum_minimum_nights
0.06

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.28
host_response_rate
0.18
neighbourhood
0.17
host_verifications
0.16
host_response_time
0.16
instant_bookable
0.15
property_type
0.15
room_type
0.12
bathrooms_text
0.10
neighbourhood_group_cleansed
0.09
host_has_profile_pic
0.07
host_is_superhost
0.06
source
0.04
host_identity_verified
0.03
MOST FREQUENT VALUES

1125
10,125
37.5%
365
8,009
29.7%
999
1,101
4.1%
30
950
3.5%
1
503
1.9%
2
414
1.5%
330
390
1.4%
7
381
1.4%
180
370
1.4%
90
368
1.4%
15
356
1.3%
60
333
1.2%
3
288
1.1%
5
236
0.9%
99
221
0.8%
SMALLEST VALUES

1
503
1.9%
2
414
1.5%
3
288
1.1%
4
157
0.6%
5
236
0.9%
6
78
0.3%
7
381
1.4%
8
83
0.3%
9
35
0.1%
10
208
0.8%
11
10
<0.1%
12
42
0.2%
13
11
<0.1%
14
106
0.4%
15
356
1.3%
LARGEST VALUES

11111
1
<0.1%
1825
1
<0.1%
1129
1
<0.1%
1125
10,125
37.5%
1124
52
0.2%
1123
12
<0.1%
1120
14
<0.1%
1112
1
<0.1%
1111
1
<0.1%
1100
4
<0.1%
1095
1
<0.1%
1091
1
<0.1%
1024
2
<0.1%
1001
1
<0.1%
1000
53
0.2%
maximum_maximum_nights
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

maximum_nights_avg_ntm
0.95
minimum_maximum_nights
0.88
maximum_nights
0.70
id
-0.26
number_of_reviews
0.21
number_of_reviews_ltm
0.16
accommodates
0.14
host_id
-0.12
beds
0.12
availability_30
-0.09
number_of_reviews_l30d
0.08
calculated_host_listings_count_private_rooms
-0.07
availability_60
-0.07
availability_90
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.34
instant_bookable
0.24
host_response_rate
0.22
host_response_time
0.22
host_verifications
0.19
property_type
0.18
neighbourhood
0.18
room_type
0.16
neighbourhood_group_cleansed
0.12
bathrooms_text
0.11
host_has_profile_pic
0.09
host_is_superhost
0.04
has_availability
0.03
source
0.01
MOST FREQUENT VALUES

1125
11,248
41.7%
365
8,135
30.2%
999
1,114
4.1%
30
894
3.3%
330
376
1.4%
90
347
1.3%
180
337
1.2%
7
336
1.2%
15
335
1.2%
60
312
1.2%
99
211
0.8%
730
209
0.8%
2
190
0.7%
10
188
0.7%
5
184
0.7%
SMALLEST VALUES

1
65
0.2%
2
190
0.7%
3
182
0.7%
4
129
0.5%
5
184
0.7%
6
72
0.3%
7
336
1.2%
8
71
0.3%
9
33
0.1%
10
188
0.7%
11
10
<0.1%
12
37
0.1%
13
11
<0.1%
14
104
0.4%
15
335
1.2%
LARGEST VALUES

11111
1
<0.1%
1825
1
<0.1%
1129
1
<0.1%
1125
11,248
41.7%
1124
56
0.2%
1123
12
<0.1%
1120
14
<0.1%
1112
1
<0.1%
1111
1
<0.1%
1100
4
<0.1%
1095
1
<0.1%
1091
1
<0.1%
1024
2
<0.1%
1001
1
<0.1%
1000
50
0.2%
minimum_nights_avg_ntm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

minimum_minimum_nights
0.97
minimum_nights
0.92
maximum_minimum_nights
0.74
calculated_host_listings_count
0.13
calculated_host_listings_count_entire_homes
0.12
reviews_per_month
-0.12
number_of_reviews_ltm
-0.12
host_listings_count
0.11
number_of_reviews_l30d
-0.09
host_total_listings_count
0.08
number_of_reviews
-0.07
bedrooms
0.06
calculated_host_listings_count_private_rooms
0.05
review_scores_value
-0.05

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.22
host_response_rate
0.19
property_type
0.13
host_response_time
0.11
bathrooms_text
0.09
neighbourhood_group_cleansed
0.09
instant_bookable
0.08
host_verifications
0.08
room_type
0.05
source
0.04
host_is_superhost
0.03
neighbourhood
0.03
host_has_profile_pic
0.02
has_availability
0.01
MOST FREQUENT VALUES

1.0
6,650
24.6%
2.0
4,747
17.6%
3.0
2,679
9.9%
30.0
985
3.7%
4.0
801
3.0%
5.0
685
2.5%
7.0
671
2.5%
31.0
422
1.6%
1.3
412
1.5%
1.9
374
1.4%
1.1
301
1.1%
15.0
301
1.1%
2.1
282
1.0%
5.3
281
1.0%
90.0
262
1.0%
SMALLEST VALUES

1.0
6,650
24.6%
1.1
301
1.1%
1.2
193
0.7%
1.3
412
1.5%
1.4
202
0.7%
1.5
104
0.4%
1.6
166
0.6%
1.7
57
0.2%
1.8
69
0.3%
1.9
374
1.4%
2.0
4,747
17.6%
2.1
282
1.0%
2.2
159
0.6%
2.3
207
0.8%
2.4
239
0.9%
LARGEST VALUES

1125.0
3
<0.1%
1000.0
2
<0.1%
999.0
1
<0.1%
750.0
1
<0.1%
700.0
1
<0.1%
600.0
4
<0.1%
365.0
31
0.1%
364.0
1
<0.1%
363.3
1
<0.1%
360.0
5
<0.1%
356.7
1
<0.1%
333.0
1
<0.1%
330.0
1
<0.1%
305.0
1
<0.1%
300.0
17
<0.1%
maximum_nights_avg_ntm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

minimum_maximum_nights
0.96
maximum_maximum_nights
0.95
maximum_nights
0.65
id
-0.28
number_of_reviews
0.21
number_of_reviews_ltm
0.16
host_id
-0.13
availability_30
-0.12
accommodates
0.12
beds
0.11
availability_60
-0.10
availability_90
-0.08
number_of_reviews_l30d
0.08
calculated_host_listings_count_private_rooms
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.31
host_response_rate
0.19
instant_bookable
0.19
host_response_time
0.19
neighbourhood
0.18
host_verifications
0.17
property_type
0.16
room_type
0.14
neighbourhood_group_cleansed
0.11
bathrooms_text
0.10
host_has_profile_pic
0.08
host_is_superhost
0.06
has_availability
0.02
host_identity_verified
0.02
MOST FREQUENT VALUES

1125.0
10,131
37.6%
365.0
7,949
29.5%
999.0
1,055
3.9%
30.0
884
3.3%
330.0
374
1.4%
7.0
336
1.2%
15.0
335
1.2%
180.0
335
1.2%
90.0
329
1.2%
60.0
309
1.1%
730.0
208
0.8%
99.0
203
0.8%
10.0
187
0.7%
5.0
184
0.7%
3.0
182
0.7%
SMALLEST VALUES

1.0
65
0.2%
1.4
5
<0.1%
1.5
3
<0.1%
1.7
5
<0.1%
1.8
1
<0.1%
2.0
176
0.7%
3.0
182
0.7%
4.0
129
0.5%
5.0
184
0.7%
6.0
72
0.3%
7.0
336
1.2%
7.8
5
<0.1%
8.0
71
0.3%
8.8
3
<0.1%
9.0
33
0.1%
LARGEST VALUES

11111.0
1
<0.1%
1825.0
1
<0.1%
1129.0
1
<0.1%
1125.0
10,131
37.6%
1124.4
3
<0.1%
1124.1
1
<0.1%
1124.0
46
0.2%
1123.9
1
<0.1%
1123.3
3
<0.1%
1123.0
12
<0.1%
1122.7
6
<0.1%
1122.5
3
<0.1%
1122.4
10
<0.1%
1122.0
1
<0.1%
1121.5
4
<0.1%
calendar_updated
MISSING:
26,980
(100%)
has_availability
MISSING:
1,528
(6%)
TOP CATEGORIES

t
25,396
>99%
f
56
<1%
ALL
25,452
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
has_availability
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
host_identity_verified
0.36
source
0.13
host_response_time
0.07
instant_bookable
0.05
host_response_rate
0.05
host_acceptance_rate
0.03
host_is_superhost
0.03
room_type
0.01
host_verifications
0.01
property_type
0.01
bathrooms_text
0.00

THESE FEATURES
GIVE INFORMATION
ON has_availability:

host_identity_verified
0.50
host_acceptance_rate
0.42
host_response_rate
0.37
host_response_time
0.36
source
0.30
instant_bookable
0.13
host_is_superhost
0.08
property_type
0.06
room_type
0.04
host_verifications
0.03
bathrooms_text
0.03
neighbourhood_group_cleansed
0.02
neighbourhood
0.01
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
has_availability
CORRELATION RATIO WITH...

bathrooms
0.28
review_scores_location
0.26
review_scores_cleanliness
0.26
availability_365
0.26
review_scores_rating
0.26
review_scores_accuracy
0.26
review_scores_communication
0.26
review_scores_checkin
0.26
review_scores_value
0.26
availability_90
0.24
beds
0.22
id
0.20
availability_60
0.20
reviews_per_month
0.17
availability_30
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

availability_60
0.93
availability_90
0.85
availability_365
0.49
id
0.20
host_id
0.15
review_scores_location
-0.13
review_scores_value
-0.12
maximum_nights_avg_ntm
-0.12
minimum_maximum_nights
-0.12
review_scores_accuracy
-0.11
review_scores_rating
-0.10
review_scores_checkin
-0.10
maximum_maximum_nights
-0.09
review_scores_communication
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

source
0.36
host_acceptance_rate
0.30
host_response_rate
0.29
host_response_time
0.22
property_type
0.17
neighbourhood_group_cleansed
0.17
host_identity_verified
0.16
has_availability
0.15
bathrooms_text
0.13
neighbourhood
0.12
room_type
0.11
host_has_profile_pic
0.10
host_verifications
0.07
host_is_superhost
0.05
MOST FREQUENT VALUES

0
9,633
35.7%
1
1,314
4.9%
2
1,239
4.6%
3
1,212
4.5%
4
1,089
4.0%
5
1,078
4.0%
6
963
3.6%
30
816
3.0%
7
805
3.0%
8
790
2.9%
10
784
2.9%
9
741
2.7%
29
736
2.7%
11
682
2.5%
12
560
2.1%
SMALLEST VALUES

0
9,633
35.7%
1
1,314
4.9%
2
1,239
4.6%
3
1,212
4.5%
4
1,089
4.0%
5
1,078
4.0%
6
963
3.6%
7
805
3.0%
8
790
2.9%
9
741
2.7%
10
784
2.9%
11
682
2.5%
12
560
2.1%
13
497
1.8%
14
433
1.6%
LARGEST VALUES

30
816
3.0%
29
736
2.7%
28
264
1.0%
27
209
0.8%
26
174
0.6%
25
187
0.7%
24
194
0.7%
23
278
1.0%
22
204
0.8%
21
220
0.8%
20
245
0.9%
19
267
1.0%
18
291
1.1%
17
344
1.3%
16
364
1.3%
availability_60
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

availability_90
0.96
availability_30
0.93
availability_365
0.57
id
0.23
host_id
0.18
review_scores_value
-0.12
review_scores_location
-0.12
bedrooms
-0.10
minimum_maximum_nights
-0.10
review_scores_accuracy
-0.10
maximum_nights_avg_ntm
-0.10
review_scores_checkin
-0.10
review_scores_rating
-0.09
review_scores_communication
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

source
0.46
host_acceptance_rate
0.34
host_response_rate
0.33
host_response_time
0.28
host_identity_verified
0.21
has_availability
0.20
property_type
0.15
neighbourhood_group_cleansed
0.14
bathrooms_text
0.13
neighbourhood
0.10
instant_bookable
0.10
host_has_profile_pic
0.09
room_type
0.06
host_verifications
0.06
MOST FREQUENT VALUES

0
8,009
29.7%
60
797
3.0%
59
701
2.6%
9
503
1.9%
1
487
1.8%
10
446
1.7%
7
393
1.5%
3
386
1.4%
11
379
1.4%
26
375
1.4%
14
372
1.4%
40
371
1.4%
16
367
1.4%
20
367
1.4%
6
364
1.3%
SMALLEST VALUES

0
8,009
29.7%
1
487
1.8%
2
357
1.3%
3
386
1.4%
4
364
1.3%
5
360
1.3%
6
364
1.3%
7
393
1.5%
8
363
1.3%
9
503
1.9%
10
446
1.7%
11
379
1.4%
12
359
1.3%
13
353
1.3%
14
372
1.4%
LARGEST VALUES

60
797
3.0%
59
701
2.6%
58
243
0.9%
57
189
0.7%
56
152
0.6%
55
145
0.5%
54
152
0.6%
53
228
0.8%
52
166
0.6%
51
152
0.6%
50
190
0.7%
49
185
0.7%
48
189
0.7%
47
181
0.7%
46
206
0.8%
availability_90
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

availability_60
0.96
availability_30
0.85
availability_365
0.63
id
0.26
host_id
0.18
bedrooms
-0.12
reviews_per_month
0.11
review_scores_value
-0.11
review_scores_location
-0.10
review_scores_accuracy
-0.09
review_scores_checkin
-0.09
minimum_maximum_nights
-0.09
number_of_reviews_ltm
0.09
review_scores_rating
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

source
0.54
host_acceptance_rate
0.38
host_response_rate
0.37
host_response_time
0.35
has_availability
0.24
host_identity_verified
0.23
property_type
0.14
bathrooms_text
0.14
instant_bookable
0.13
neighbourhood_group_cleansed
0.12
neighbourhood
0.09
host_has_profile_pic
0.08
host_verifications
0.07
room_type
0.06
MOST FREQUENT VALUES

0
7,328
27.2%
90
783
2.9%
89
690
2.6%
39
325
1.2%
70
322
1.2%
1
311
1.2%
56
297
1.1%
59
295
1.1%
71
282
1.0%
51
273
1.0%
57
267
1.0%
40
266
1.0%
58
265
1.0%
46
262
1.0%
49
258
1.0%
SMALLEST VALUES

0
7,328
27.2%
1
311
1.2%
2
194
0.7%
3
204
0.8%
4
155
0.6%
5
130
0.5%
6
101
0.4%
7
134
0.5%
8
122
0.5%
9
230
0.9%
10
186
0.7%
11
126
0.5%
12
139
0.5%
13
122
0.5%
14
119
0.4%
LARGEST VALUES

90
783
2.9%
89
690
2.6%
88
236
0.9%
87
189
0.7%
86
145
0.5%
85
139
0.5%
84
149
0.6%
83
229
0.8%
82
158
0.6%
81
139
0.5%
80
180
0.7%
79
169
0.6%
78
171
0.6%
77
175
0.6%
76
199
0.7%
availability_365
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

availability_90
0.63
availability_60
0.57
availability_30
0.49
id
0.24
calculated_host_listings_count_entire_homes
0.17
host_total_listings_count
0.16
calculated_host_listings_count
0.16
host_listings_count
0.16
host_id
0.15
review_scores_value
-0.11
review_scores_accuracy
-0.09
review_scores_checkin
-0.09
review_scores_communication
-0.09
review_scores_rating
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

source
0.57
host_acceptance_rate
0.42
host_response_rate
0.41
host_response_time
0.38
has_availability
0.26
host_identity_verified
0.22
property_type
0.17
instant_bookable
0.15
bathrooms_text
0.13
room_type
0.11
host_verifications
0.07
neighbourhood_group_cleansed
0.07
host_has_profile_pic
0.05
neighbourhood
0.05
MOST FREQUENT VALUES

0
5,169
19.2%
365
535
2.0%
269
290
1.1%
364
215
0.8%
253
183
0.7%
89
155
0.6%
1
148
0.5%
68
139
0.5%
345
129
0.5%
90
120
0.4%
315
117
0.4%
2
115
0.4%
158
114
0.4%
72
110
0.4%
270
110
0.4%
SMALLEST VALUES

0
5,169
19.2%
1
148
0.5%
2
115
0.4%
3
91
0.3%
4
68
0.3%
5
68
0.3%
6
84
0.3%
7
76
0.3%
8
48
0.2%
9
98
0.4%
10
84
0.3%
11
71
0.3%
12
41
0.2%
13
41
0.2%
14
47
0.2%
LARGEST VALUES

365
535
2.0%
364
215
0.8%
363
106
0.4%
362
69
0.3%
361
73
0.3%
360
55
0.2%
359
59
0.2%
358
96
0.4%
357
60
0.2%
356
47
0.2%
355
69
0.3%
354
60
0.2%
353
55
0.2%
352
69
0.3%
351
72
0.3%
calendar_last_scraped
MISSING:
---
TOP CATEGORIES

2024-09-11
26,980
100%
ALL
26,980
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
calendar_last_scraped
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
property_type
0.00
host_response_rate
0.00
neighbourhood_group_cleansed
0.00
bathrooms_text
0.00
source
0.00
host_response_time
0.00
host_is_superhost
0.00
room_type
0.00
has_availability
0.00
instant_bookable
0.00
host_verifications
-0.00
host_has_profile_pic
-0.00

THESE FEATURES
GIVE INFORMATION
ON calendar_last_scraped:

scrape_id
1.00
last_scraped
1.00
source
1.00
host_response_time
1.00
host_response_rate
1.00
host_acceptance_rate
1.00
host_is_superhost
1.00
host_verifications
1.00
host_has_profile_pic
1.00
host_identity_verified
1.00
neighbourhood
1.00
neighbourhood_group_cleansed
1.00
property_type
1.00
room_type
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
calendar_last_scraped
CORRELATION RATIO WITH...

id
0.00
host_id
0.00
host_listings_count
0.00
host_total_listings_count
0.00
latitude
0.00
longitude
0.00
accommodates
0.00
bathrooms
0.00
bedrooms
0.00
beds
0.00
minimum_nights
0.00
maximum_nights
0.00
minimum_minimum_nights
0.00
maximum_minimum_nights
0.00
number_of_reviews
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_reviews_ltm
0.70
reviews_per_month
0.51
number_of_reviews_l30d
0.43
id
-0.38
host_id
-0.25
maximum_nights_avg_ntm
0.21
maximum_maximum_nights
0.21
minimum_maximum_nights
0.21
review_scores_value
0.12
review_scores_location
0.11
accommodates
0.11
review_scores_communication
0.11
review_scores_cleanliness
0.10
review_scores_accuracy
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

neighbourhood
0.34
host_acceptance_rate
0.30
host_response_rate
0.27
host_response_time
0.26
host_is_superhost
0.24
neighbourhood_group_cleansed
0.22
source
0.17
property_type
0.17
host_identity_verified
0.13
room_type
0.13
has_availability
0.12
host_verifications
0.11
instant_bookable
0.09
bathrooms_text
0.09
MOST FREQUENT VALUES

0
5,697
21.1%
1
2,153
8.0%
2
1,279
4.7%
3
934
3.5%
4
786
2.9%
5
624
2.3%
6
568
2.1%
7
445
1.6%
8
438
1.6%
9
380
1.4%
10
359
1.3%
11
352
1.3%
12
318
1.2%
13
293
1.1%
15
277
1.0%
SMALLEST VALUES

0
5,697
21.1%
1
2,153
8.0%
2
1,279
4.7%
3
934
3.5%
4
786
2.9%
5
624
2.3%
6
568
2.1%
7
445
1.6%
8
438
1.6%
9
380
1.4%
10
359
1.3%
11
352
1.3%
12
318
1.2%
13
293
1.1%
14
273
1.0%
LARGEST VALUES

1092
1
<0.1%
986
1
<0.1%
970
1
<0.1%
965
1
<0.1%
942
1
<0.1%
904
1
<0.1%
890
1
<0.1%
888
1
<0.1%
857
1
<0.1%
839
2
<0.1%
823
1
<0.1%
797
1
<0.1%
796
1
<0.1%
794
1
<0.1%
792
1
<0.1%
number_of_reviews_ltm
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reviews_per_month
0.82
number_of_reviews
0.70
number_of_reviews_l30d
0.70
maximum_nights_avg_ntm
0.16
maximum_maximum_nights
0.16
minimum_maximum_nights
0.15
review_scores_value
0.14
review_scores_cleanliness
0.13
review_scores_communication
0.13
review_scores_rating
0.12
minimum_minimum_nights
-0.12
minimum_nights_avg_ntm
-0.12
accommodates
0.12
review_scores_accuracy
0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.41
host_response_time
0.38
host_response_rate
0.38
host_is_superhost
0.34
source
0.28
neighbourhood
0.25
neighbourhood_group_cleansed
0.19
host_identity_verified
0.17
property_type
0.16
has_availability
0.16
instant_bookable
0.13
room_type
0.13
host_verifications
0.10
bathrooms_text
0.08
MOST FREQUENT VALUES

0
9,256
34.3%
1
1,982
7.3%
2
1,244
4.6%
3
866
3.2%
4
819
3.0%
5
694
2.6%
6
614
2.3%
7
498
1.8%
9
465
1.7%
8
454
1.7%
10
395
1.5%
11
369
1.4%
13
348
1.3%
12
339
1.3%
14
325
1.2%
SMALLEST VALUES

0
9,256
34.3%
1
1,982
7.3%
2
1,244
4.6%
3
866
3.2%
4
819
3.0%
5
694
2.6%
6
614
2.3%
7
498
1.8%
8
454
1.7%
9
465
1.7%
10
395
1.5%
11
369
1.4%
12
339
1.3%
13
348
1.3%
14
325
1.2%
LARGEST VALUES

299
1
<0.1%
281
1
<0.1%
246
1
<0.1%
224
1
<0.1%
201
1
<0.1%
193
1
<0.1%
183
1
<0.1%
177
1
<0.1%
173
1
<0.1%
170
1
<0.1%
169
2
<0.1%
165
2
<0.1%
162
1
<0.1%
160
1
<0.1%
157
1
<0.1%
number_of_reviews_l30d
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

reviews_per_month
0.74
number_of_reviews_ltm
0.70
number_of_reviews
0.43
accommodates
0.12
review_scores_value
0.11
review_scores_cleanliness
0.09
minimum_minimum_nights
-0.09
review_scores_rating
0.09
minimum_nights_avg_ntm
-0.09
review_scores_communication
0.08
minimum_nights
-0.08
review_scores_accuracy
0.08
maximum_maximum_nights
0.08
maximum_nights_avg_ntm
0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.32
host_response_time
0.30
host_response_rate
0.29
host_is_superhost
0.23
source
0.21
property_type
0.16
instant_bookable
0.16
neighbourhood_group_cleansed
0.15
host_identity_verified
0.13
has_availability
0.12
room_type
0.12
neighbourhood
0.12
bathrooms_text
0.09
host_verifications
0.07
MOST FREQUENT VALUES

0
18,393
68.2%
1
3,449
12.8%
2
1,869
6.9%
3
1,271
4.7%
4
783
2.9%
5
514
1.9%
6
288
1.1%
7
149
0.6%
8
93
0.3%
9
69
0.3%
10
35
0.1%
11
22
<0.1%
12
13
<0.1%
13
6
<0.1%
14
4
<0.1%
SMALLEST VALUES

0
18,393
68.2%
1
3,449
12.8%
2
1,869
6.9%
3
1,271
4.7%
4
783
2.9%
5
514
1.9%
6
288
1.1%
7
149
0.6%
8
93
0.3%
9
69
0.3%
10
35
0.1%
11
22
<0.1%
12
13
<0.1%
13
6
<0.1%
14
4
<0.1%
LARGEST VALUES

51
1
<0.1%
45
1
<0.1%
38
1
<0.1%
33
1
<0.1%
29
1
<0.1%
25
1
<0.1%
24
2
<0.1%
21
1
<0.1%
20
1
<0.1%
18
1
<0.1%
17
3
<0.1%
16
4
<0.1%
15
4
<0.1%
14
4
<0.1%
13
6
<0.1%
first_review
MISSING:
5,697
(21%)
92
<1%
-
-
2024-07-14
75
<1%
-
-
2024-06-16
73
<1%
-
-
2019-06-02
66
<1%
-
-
2024-06-02
62
<1%
-
-
2024-03-31
61
<1%
-
-
2023-12-10
60
<1%
-
-
2024-06-30
58
<1%
-
-
2024-09-08
57
<1%
-
-
2024-04-14
55
<1%
-
-
2024-07-07
55
<1%
-
-
2024-05-26
54
<1%
-
-
2023-07-02
53
<1%
-
-
2024-04-21
52
<1%
-
-
2024-03-10
51
<1%
-
-
2024-07-21
50
<1%
-
-
2024-07-13
49
<1%
-
-
2024-05-31
48
<1%
-
-
2024-06-09
47
<1%
-
-
2024-05-19
46
<1%
-
-
2023-09-24
45
<1%
-
-
2023-10-22
45
<1%
-
-
2024-07-15
43
<1%
-
-
2024-04-07
43
<1%
-
-
2024-01-28
42
<1%
-
-
2023-04-09
42
<1%
-
-
2023-09-30
41
<1%
-
-
2024-01-01
41
<1%
-
-
2024-04-01
41
<1%
-
-
2024-05-12
41
<1%
-
-
2023-11-05
40
<1%
-
-
2024-03-03
40
<1%
-
-
2023-07-09
39
<1%
-
-
2024-07-08
39
<1%
-
-
2024-02-18
38
<1%
-
-
2023-10-01
38
<1%
-
-
2024-04-28
38
<1%
-
-
2023-10-15
38
<1%
-
-
2023-12-03
38
<1%
-
-
2024-04-29
38
<1%
-
-
2023-09-03
37
<1%
-
-
2017-06-25
37
<1%
-
-
2023-11-19
37
<1%
-
-
2024-06-23
36
<1%
-
-
2024-02-04
36
<1%
-
-
2024-02-11
36
<1%
-
-
2023-09-17
35
<1%
-
-
2023-10-08
35
<1%
-
-
2024-05-05
35
<1%
-
-
2023-05-01
35
<1%
-
-
2023-11-12
35
<1%
-
-
2024-07-28
35
<1%
-
-
2024-06-15
35
<1%
-
-
2024-05-27
34
<1%
-
-
2024-07-01
34
<1%
-
-
2022-07-10
34
<1%
-
-
2023-09-18
33
<1%
-
-
2024-04-22
33
<1%
-
-
2023-03-19
33
<1%
-
-
2024-01-02
32
<1%
-
-
2024-03-24
18,612
87%
-
-
(Other)
last_review
MISSING:
5,697
(21%)
783
4%
-
-
2024-09-08
556
3%
-
-
2024-09-09
505
2%
-
-
2024-07-14
433
2%
-
-
2024-09-01
422
2%
-
-
2024-08-26
414
2%
-
-
2024-08-27
378
2%
-
-
2024-08-25
377
2%
-
-
2024-09-07
356
2%
-
-
2024-09-02
334
2%
-
-
2024-08-31
328
2%
-
-
2024-07-15
322
2%
-
-
2024-09-05
308
1%
-
-
2024-09-06
295
1%
-
-
2024-09-04
292
1%
-
-
2024-09-03
283
1%
-
-
2024-08-24
278
1%
-
-
2024-07-21
274
1%
-
-
2024-09-10
262
1%
-
-
2024-08-23
254
1%
-
-
2024-08-18
240
1%
-
-
2024-08-22
237
1%
-
-
2024-08-30
237
1%
-
-
2024-07-22
223
1%
-
-
2024-08-28
209
<1%
-
-
2024-07-28
206
<1%
-
-
2024-08-21
204
<1%
-
-
2024-08-29
199
<1%
-
-
2024-08-19
178
<1%
-
-
2024-06-16
177
<1%
-
-
2024-06-30
175
<1%
-
-
2024-07-24
169
<1%
-
-
2024-08-20
164
<1%
-
-
2024-07-23
161
<1%
-
-
2024-07-07
153
<1%
-
-
2024-08-17
152
<1%
-
-
2024-08-11
147
<1%
-
-
2024-08-15
141
<1%
-
-
2024-07-31
125
<1%
-
-
2024-07-08
125
<1%
-
-
2024-08-16
123
<1%
-
-
2024-08-01
120
<1%
-
-
2024-07-27
119
<1%
-
-
2024-08-12
119
<1%
-
-
2024-08-04
117
<1%
-
-
2024-07-13
114
<1%
-
-
2024-07-16
109
<1%
-
-
2024-07-29
105
<1%
-
-
2024-07-25
104
<1%
-
-
2024-06-02
101
<1%
-
-
2024-08-14
100
<1%
-
-
2024-08-09
99
<1%
-
-
2024-08-13
99
<1%
-
-
2024-07-26
99
<1%
-
-
2024-07-20
97
<1%
-
-
2024-08-10
97
<1%
-
-
2024-08-08
94
<1%
-
-
2024-06-17
94
<1%
-
-
2024-08-05
94
<1%
-
-
2024-06-23
93
<1%
-
-
2024-08-07
8,110
38%
-
-
(Other)
review_scores_rating
MISSING:
5,697
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_value
0.86
review_scores_accuracy
0.86
review_scores_communication
0.79
review_scores_cleanliness
0.78
review_scores_checkin
0.72
review_scores_location
0.56
calculated_host_listings_count_private_rooms
-0.18
host_id
-0.18
calculated_host_listings_count
-0.13
host_total_listings_count
-0.13
number_of_reviews_ltm
0.12
host_listings_count
-0.12
id
-0.11
reviews_per_month
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.42
host_response_rate
0.38
host_response_time
0.32
host_is_superhost
0.29
neighbourhood
0.27
has_availability
0.26
host_identity_verified
0.23
source
0.19
property_type
0.17
host_verifications
0.17
neighbourhood_group_cleansed
0.13
room_type
0.12
instant_bookable
0.11
bathrooms_text
0.09
MOST FREQUENT VALUES

5.0
4,194
19.7%
4.0
698
3.3%
4.5
669
3.1%
4.67
631
3.0%
4.75
503
2.4%
4.8
480
2.3%
4.83
449
2.1%
4.88
427
2.0%
4.86
392
1.8%
4.89
339
1.6%
4.9
329
1.5%
4.78
329
1.5%
4.71
327
1.5%
4.79
326
1.5%
4.91
304
1.4%
SMALLEST VALUES

1.0
119
0.6%
1.5
3
<0.1%
2.0
89
0.4%
2.33
2
<0.1%
2.5
26
0.1%
2.67
9
<0.1%
2.75
1
<0.1%
2.83
1
<0.1%
2.86
1
<0.1%
3.0
188
0.9%
3.13
3
<0.1%
3.14
2
<0.1%
3.17
1
<0.1%
3.2
7
<0.1%
3.25
14
<0.1%
LARGEST VALUES

5.0
4,194
19.7%
4.99
38
0.2%
4.98
112
0.5%
4.97
161
0.8%
4.96
186
0.9%
4.95
234
1.1%
4.94
278
1.3%
4.93
262
1.2%
4.92
292
1.4%
4.91
304
1.4%
4.9
329
1.5%
4.89
339
1.6%
4.88
427
2.0%
4.87
232
1.1%
4.86
392
1.8%
review_scores_accuracy
MISSING:
5,697
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
0.86
review_scores_value
0.82
review_scores_cleanliness
0.74
review_scores_communication
0.74
review_scores_checkin
0.68
review_scores_location
0.56
host_id
-0.17
calculated_host_listings_count_private_rooms
-0.16
id
-0.12
number_of_reviews_ltm
0.12
host_total_listings_count
-0.11
calculated_host_listings_count
-0.11
availability_30
-0.11
host_listings_count
-0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.42
host_response_rate
0.38
host_response_time
0.32
host_is_superhost
0.28
neighbourhood
0.27
has_availability
0.26
host_identity_verified
0.23
source
0.19
property_type
0.18
host_verifications
0.17
neighbourhood_group_cleansed
0.13
room_type
0.12
instant_bookable
0.11
bathrooms_text
0.09
MOST FREQUENT VALUES

5.0
4,590
21.6%
4.67
600
2.8%
4.0
595
2.8%
4.5
588
2.8%
4.83
530
2.5%
4.75
523
2.5%
4.88
511
2.4%
4.8
490
2.3%
4.86
489
2.3%
4.89
431
2.0%
4.92
411
1.9%
4.9
405
1.9%
4.94
396
1.9%
4.93
380
1.8%
4.91
374
1.8%
SMALLEST VALUES

1.0
97
0.5%
1.5
5
<0.1%
1.67
2
<0.1%
2.0
70
0.3%
2.25
1
<0.1%
2.33
2
<0.1%
2.5
14
<0.1%
2.67
7
<0.1%
2.71
1
<0.1%
2.75
2
<0.1%
2.8
2
<0.1%
3.0
192
0.9%
3.1
1
<0.1%
3.14
2
<0.1%
3.17
1
<0.1%
LARGEST VALUES

5.0
4,590
21.6%
4.99
45
0.2%
4.98
122
0.6%
4.97
204
1.0%
4.96
283
1.3%
4.95
320
1.5%
4.94
396
1.9%
4.93
380
1.8%
4.92
411
1.9%
4.91
374
1.8%
4.9
405
1.9%
4.89
431
2.0%
4.88
511
2.4%
4.87
333
1.6%
4.86
489
2.3%
review_scores_cleanliness
MISSING:
5,698
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
0.78
review_scores_accuracy
0.74
review_scores_value
0.73
review_scores_communication
0.62
review_scores_checkin
0.59
review_scores_location
0.49
calculated_host_listings_count_private_rooms
-0.18
host_id
-0.13
number_of_reviews_ltm
0.13
reviews_per_month
0.11
number_of_reviews
0.10
number_of_reviews_l30d
0.09
id
-0.08
availability_30
-0.07

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.43
host_response_rate
0.39
host_response_time
0.33
host_is_superhost
0.28
neighbourhood
0.27
has_availability
0.26
host_identity_verified
0.23
source
0.19
property_type
0.18
host_verifications
0.17
neighbourhood_group_cleansed
0.13
room_type
0.13
instant_bookable
0.12
bathrooms_text
0.09
MOST FREQUENT VALUES

5.0
4,477
21.0%
4.0
684
3.2%
4.5
604
2.8%
4.67
574
2.7%
4.75
515
2.4%
4.88
482
2.3%
4.83
460
2.2%
4.8
438
2.1%
4.86
418
2.0%
4.89
398
1.9%
4.9
382
1.8%
4.92
379
1.8%
4.91
365
1.7%
4.93
313
1.5%
4.94
303
1.4%
SMALLEST VALUES

1.0
104
0.5%
1.5
4
<0.1%
1.67
1
<0.1%
1.8
1
<0.1%
2.0
67
0.3%
2.25
1
<0.1%
2.33
3
<0.1%
2.5
20
<0.1%
2.67
9
<0.1%
2.75
1
<0.1%
2.83
1
<0.1%
2.86
1
<0.1%
3.0
192
0.9%
3.13
1
<0.1%
3.14
2
<0.1%
LARGEST VALUES

5.0
4,477
21.0%
4.99
59
0.3%
4.98
161
0.8%
4.97
241
1.1%
4.96
292
1.4%
4.95
282
1.3%
4.94
303
1.4%
4.93
313
1.5%
4.92
379
1.8%
4.91
365
1.7%
4.9
382
1.8%
4.89
398
1.9%
4.88
482
2.3%
4.87
258
1.2%
4.86
418
2.0%
review_scores_checkin
MISSING:
5,698
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_communication
0.75
review_scores_rating
0.72
review_scores_accuracy
0.68
review_scores_value
0.67
review_scores_cleanliness
0.59
review_scores_location
0.51
host_id
-0.19
calculated_host_listings_count_private_rooms
-0.17
calculated_host_listings_count
-0.17
host_total_listings_count
-0.15
host_listings_count
-0.14
calculated_host_listings_count_entire_homes
-0.14
id
-0.14
number_of_reviews_ltm
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.42
host_response_rate
0.38
host_response_time
0.32
neighbourhood
0.27
host_is_superhost
0.27
has_availability
0.26
host_identity_verified
0.23
source
0.18
property_type
0.17
host_verifications
0.16
neighbourhood_group_cleansed
0.13
room_type
0.12
instant_bookable
0.11
bathrooms_text
0.09
MOST FREQUENT VALUES

5.0
5,400
25.4%
4.88
557
2.6%
4.83
541
2.5%
4.9
507
2.4%
4.89
504
2.4%
4.8
504
2.4%
4.94
501
2.4%
4.92
494
2.3%
4.5
480
2.3%
4.0
476
2.2%
4.67
473
2.2%
4.86
469
2.2%
4.75
466
2.2%
4.91
455
2.1%
4.93
449
2.1%
SMALLEST VALUES

1.0
110
0.5%
1.5
2
<0.1%
2.0
55
0.3%
2.33
3
<0.1%
2.5
23
0.1%
2.67
1
<0.1%
2.86
1
<0.1%
3.0
134
0.6%
3.13
1
<0.1%
3.17
2
<0.1%
3.2
3
<0.1%
3.25
4
<0.1%
3.3
1
<0.1%
3.33
21
<0.1%
3.4
7
<0.1%
LARGEST VALUES

5.0
5,400
25.4%
4.99
94
0.4%
4.98
229
1.1%
4.97
295
1.4%
4.96
339
1.6%
4.95
434
2.0%
4.94
501
2.4%
4.93
449
2.1%
4.92
494
2.3%
4.91
455
2.1%
4.9
507
2.4%
4.89
504
2.4%
4.88
557
2.6%
4.87
342
1.6%
4.86
469
2.2%
review_scores_communication
MISSING:
5,697
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
0.79
review_scores_checkin
0.75
review_scores_accuracy
0.74
review_scores_value
0.73
review_scores_cleanliness
0.62
review_scores_location
0.51
calculated_host_listings_count_private_rooms
-0.21
host_id
-0.19
host_total_listings_count
-0.18
calculated_host_listings_count
-0.18
host_listings_count
-0.17
calculated_host_listings_count_entire_homes
-0.14
id
-0.14
number_of_reviews_ltm
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.42
host_response_rate
0.39
host_response_time
0.32
neighbourhood
0.28
host_is_superhost
0.28
has_availability
0.26
host_identity_verified
0.24
source
0.18
property_type
0.18
host_verifications
0.17
neighbourhood_group_cleansed
0.13
room_type
0.12
instant_bookable
0.11
bathrooms_text
0.09
MOST FREQUENT VALUES

5.0
5,913
27.8%
4.88
547
2.6%
4.95
543
2.6%
4.93
533
2.5%
4.92
532
2.5%
4.9
507
2.4%
4.94
490
2.3%
4.96
475
2.2%
4.83
475
2.2%
4.0
469
2.2%
4.91
463
2.2%
4.89
456
2.1%
4.86
443
2.1%
4.97
442
2.1%
4.5
442
2.1%
SMALLEST VALUES

1.0
115
0.5%
1.33
1
<0.1%
1.5
2
<0.1%
1.67
1
<0.1%
2.0
72
0.3%
2.25
1
<0.1%
2.33
9
<0.1%
2.5
23
0.1%
2.57
1
<0.1%
2.67
4
<0.1%
2.75
2
<0.1%
3.0
188
0.9%
3.14
1
<0.1%
3.17
1
<0.1%
3.2
3
<0.1%
LARGEST VALUES

5.0
5,913
27.8%
4.99
169
0.8%
4.98
348
1.6%
4.97
442
2.1%
4.96
475
2.2%
4.95
543
2.6%
4.94
490
2.3%
4.93
533
2.5%
4.92
532
2.5%
4.91
463
2.2%
4.9
507
2.4%
4.89
456
2.1%
4.88
547
2.6%
4.87
382
1.8%
4.86
443
2.1%
review_scores_location
MISSING:
5,700
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_value
0.58
review_scores_accuracy
0.56
review_scores_rating
0.56
review_scores_communication
0.51
review_scores_checkin
0.51
review_scores_cleanliness
0.49
host_id
-0.13
availability_30
-0.13
id
-0.13
availability_60
-0.12
number_of_reviews
0.11
availability_90
-0.10
number_of_reviews_ltm
0.09
availability_365
-0.08

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.42
host_response_rate
0.38
host_response_time
0.33
neighbourhood
0.27
has_availability
0.26
host_is_superhost
0.26
host_identity_verified
0.23
source
0.19
property_type
0.18
host_verifications
0.17
neighbourhood_group_cleansed
0.17
room_type
0.13
instant_bookable
0.12
bathrooms_text
0.09
MOST FREQUENT VALUES

5.0
5,211
24.5%
4.0
580
2.7%
4.5
567
2.7%
4.93
560
2.6%
4.94
550
2.6%
4.92
545
2.6%
4.67
504
2.4%
4.91
503
2.4%
4.88
502
2.4%
4.75
486
2.3%
4.95
467
2.2%
4.96
463
2.2%
4.8
445
2.1%
4.97
437
2.1%
4.89
436
2.0%
SMALLEST VALUES

1.0
59
0.3%
1.5
3
<0.1%
2.0
27
0.1%
2.5
10
<0.1%
2.57
1
<0.1%
2.67
1
<0.1%
2.75
3
<0.1%
3.0
118
0.6%
3.14
1
<0.1%
3.17
1
<0.1%
3.2
3
<0.1%
3.25
4
<0.1%
3.3
1
<0.1%
3.33
21
<0.1%
3.36
1
<0.1%
LARGEST VALUES

5.0
5,211
24.5%
4.99
156
0.7%
4.98
357
1.7%
4.97
437
2.1%
4.96
463
2.2%
4.95
467
2.2%
4.94
550
2.6%
4.93
560
2.6%
4.92
545
2.6%
4.91
503
2.4%
4.9
427
2.0%
4.89
436
2.0%
4.88
502
2.4%
4.87
288
1.4%
4.86
416
2.0%
review_scores_value
MISSING:
5,701
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

review_scores_rating
0.86
review_scores_accuracy
0.82
review_scores_cleanliness
0.73
review_scores_communication
0.73
review_scores_checkin
0.67
review_scores_location
0.58
host_id
-0.18
calculated_host_listings_count_private_rooms
-0.15
host_total_listings_count
-0.15
calculated_host_listings_count
-0.15
number_of_reviews_ltm
0.14
host_listings_count
-0.14
reviews_per_month
0.13
availability_30
-0.12

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.42
host_response_rate
0.38
host_response_time
0.32
host_is_superhost
0.29
neighbourhood
0.27
has_availability
0.26
host_identity_verified
0.23
source
0.18
host_verifications
0.17
property_type
0.17
neighbourhood_group_cleansed
0.13
room_type
0.11
instant_bookable
0.11
bathrooms_text
0.08
MOST FREQUENT VALUES

5.0
3,146
14.8%
4.0
904
4.2%
4.5
819
3.8%
4.67
721
3.4%
4.75
529
2.5%
4.8
448
2.1%
4.71
380
1.8%
4.83
347
1.6%
4.78
341
1.6%
4.6
336
1.6%
4.33
336
1.6%
4.88
327
1.5%
4.63
318
1.5%
4.73
305
1.4%
4.7
294
1.4%
SMALLEST VALUES

1.0
125
0.6%
1.5
6
<0.1%
1.67
1
<0.1%
2.0
100
0.5%
2.29
1
<0.1%
2.33
4
<0.1%
2.5
27
0.1%
2.6
1
<0.1%
2.67
8
<0.1%
2.71
1
<0.1%
2.75
11
<0.1%
3.0
283
1.3%
3.14
2
<0.1%
3.17
5
<0.1%
3.18
1
<0.1%
LARGEST VALUES

5.0
3,146
14.8%
4.99
2
<0.1%
4.98
15
<0.1%
4.97
33
0.2%
4.96
72
0.3%
4.95
97
0.5%
4.94
115
0.5%
4.93
137
0.6%
4.92
149
0.7%
4.91
170
0.8%
4.9
232
1.1%
4.89
219
1.0%
4.88
327
1.5%
4.87
200
0.9%
4.86
281
1.3%
license
MISSING:
24,350
(90%)
59
2%
-
-
VT REGISTRADA
39
1%
-
-
VT
39
1%
-
-
405007
20
<1%
-
-
AM-336
19
<1%
-
-
VT-0000
16
<1%
-
-
VT-3483
13
<1%
-
-
37035/72M
13
<1%
-
-
HM-4817
12
<1%
-
-
REGISTRO COMUNIDAD DE MADRID VT-8631
12
<1%
-
-
49/976107.9/20
12
<1%
-
-
B84109933
12
<1%
-
-
-
9
<1%
-
-
VT-
9
<1%
-
-
500.2019.10519
8
<1%
-
-
En trámite
8
<1%
-
-
0000
7
<1%
-
-
00
7
<1%
-
-
G823642
7
<1%
-
-
123456
7
<1%
-
-
ESY3340884X
7
<1%
-
-
B-16524639
7
<1%
-
-
EXENTO
7
<1%
-
-
VT685
7
<1%
-
-
0
7
<1%
-
-
AM-1362
6
<1%
-
-
49/659112.9/21
6
<1%
-
-
VT0000
6
<1%
-
-
Vivienda registrada
6
<1%
-
-
VT-447660A
6
<1%
-
-
500/2020/02723
6
<1%
-
-
711/2006/06320
6
<1%
-
-
VT-447657A
5
<1%
-
-
VT7337
5
<1%
-
-
1809/82
5
<1%
-
-
Tvi00028
5
<1%
-
-
09/869677.9/22
5
<1%
-
-
A78484961
5
<1%
-
-
AM1384
5
<1%
-
-
XXX1234
5
<1%
-
-
1111517014005
5
<1%
-
-
VT-22634CS
5
<1%
-
-
VT-5980
5
<1%
-
-
ESB87885356
5
<1%
-
-
VT-9028
4
<1%
-
-
AM-1350
4
<1%
-
-
HM-4941
4
<1%
-
-
49/204805.9/22
4
<1%
-
-
ESX6426199E
4
<1%
-
-
VT6452
4
<1%
-
-
500/2021/00974
4
<1%
-
-
B86899440
4
<1%
-
-
HM-0299
4
<1%
-
-
500/2022/05979
4
<1%
-
-
59/063359.9/22
4
<1%
-
-
VT-2153
4
<1%
-
-
500/2022/05637
4
<1%
-
-
59/140972.9/22
4
<1%
-
-
******
4
<1%
-
-
AM1427
4
<1%
-
-
AM-1331
2,101
80%
-
-
(Other)
instant_bookable
MISSING:
---
TOP CATEGORIES

f
16,202
60%
t
10,778
40%
ALL
26,980
100%
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
instant_bookable
PROVIDES INFORMATION ON...

scrape_id
1.00
last_scraped
1.00
calendar_last_scraped
1.00
has_availability
0.13
host_response_time
0.07
host_acceptance_rate
0.06
host_identity_verified
0.04
room_type
0.04
property_type
0.04
host_response_rate
0.04
source
0.03
host_verifications
0.02
host_has_profile_pic
0.02
bathrooms_text
0.01

THESE FEATURES
GIVE INFORMATION
ON instant_bookable:

host_acceptance_rate
0.27
host_response_time
0.12
host_response_rate
0.10
property_type
0.09
has_availability
0.05
room_type
0.04
bathrooms_text
0.03
neighbourhood_group_cleansed
0.02
source
0.02
host_identity_verified
0.02
host_verifications
0.02
neighbourhood
0.01
host_is_superhost
0.00
host_has_profile_pic
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
instant_bookable
CORRELATION RATIO WITH...

maximum_maximum_nights
0.24
accommodates
0.19
calculated_host_listings_count_entire_homes
0.19
maximum_nights_avg_ntm
0.19
calculated_host_listings_count
0.17
host_listings_count
0.17
reviews_per_month
0.16
beds
0.16
number_of_reviews_l30d
0.16
host_total_listings_count
0.16
minimum_maximum_nights
0.15
availability_365
0.15
number_of_reviews_ltm
0.13
availability_90
0.13
calculated_host_listings_count
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

calculated_host_listings_count_entire_homes
0.97
host_listings_count
0.83
host_total_listings_count
0.63
maximum_minimum_nights
0.28
host_id
0.21
calculated_host_listings_count_private_rooms
0.21
review_scores_communication
-0.18
review_scores_checkin
-0.17
id
0.17
availability_365
0.16
accommodates
0.15
review_scores_value
-0.15
review_scores_rating
-0.13
minimum_nights_avg_ntm
0.13

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.64
host_response_rate
0.62
host_verifications
0.44
host_response_time
0.29
bathrooms_text
0.26
property_type
0.24
room_type
0.20
neighbourhood_group_cleansed
0.20
instant_bookable
0.17
source
0.11
has_availability
0.10
neighbourhood
0.08
host_has_profile_pic
0.07
host_is_superhost
0.05
MOST FREQUENT VALUES

1
9,731
36.1%
2
3,072
11.4%
3
1,656
6.1%
4
1,232
4.6%
5
890
3.3%
6
690
2.6%
7
567
2.1%
9
369
1.4%
10
350
1.3%
8
336
1.2%
322
322
1.2%
314
314
1.2%
312
312
1.2%
254
254
0.9%
124
248
0.9%
SMALLEST VALUES

1
9,731
36.1%
2
3,072
11.4%
3
1,656
6.1%
4
1,232
4.6%
5
890
3.3%
6
690
2.6%
7
567
2.1%
8
336
1.2%
9
369
1.4%
10
350
1.3%
11
209
0.8%
12
228
0.8%
13
221
0.8%
14
196
0.7%
15
180
0.7%
LARGEST VALUES

322
322
1.2%
314
314
1.2%
312
312
1.2%
254
254
0.9%
221
221
0.8%
193
193
0.7%
176
176
0.7%
131
131
0.5%
130
130
0.5%
124
248
0.9%
95
95
0.4%
94
94
0.3%
91
91
0.3%
86
86
0.3%
84
84
0.3%
calculated_host_listings_count_entire_homes
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

calculated_host_listings_count
0.97
host_listings_count
0.81
host_total_listings_count
0.61
maximum_minimum_nights
0.28
accommodates
0.20
host_id
0.18
availability_365
0.17
review_scores_communication
-0.14
id
0.14
review_scores_checkin
-0.14
minimum_nights_avg_ntm
0.12
review_scores_value
-0.12
minimum_minimum_nights
0.12
beds
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.63
host_response_rate
0.62
host_verifications
0.46
property_type
0.29
room_type
0.27
bathrooms_text
0.26
host_response_time
0.24
instant_bookable
0.19
neighbourhood_group_cleansed
0.19
source
0.12
has_availability
0.09
host_has_profile_pic
0.06
neighbourhood
0.06
host_is_superhost
0.04
MOST FREQUENT VALUES

0
7,889
29.2%
1
6,613
24.5%
2
1,782
6.6%
3
1,065
3.9%
4
830
3.1%
5
636
2.4%
6
477
1.8%
7
406
1.5%
322
322
1.2%
314
314
1.2%
9
312
1.2%
312
312
1.2%
8
292
1.1%
234
254
0.9%
124
248
0.9%
SMALLEST VALUES

0
7,889
29.2%
1
6,613
24.5%
2
1,782
6.6%
3
1,065
3.9%
4
830
3.1%
5
636
2.4%
6
477
1.8%
7
406
1.5%
8
292
1.1%
9
312
1.2%
10
207
0.8%
11
145
0.5%
12
120
0.4%
13
228
0.8%
14
140
0.5%
LARGEST VALUES

322
322
1.2%
314
314
1.2%
312
312
1.2%
234
254
0.9%
221
221
0.8%
193
193
0.7%
130
130
0.5%
124
248
0.9%
115
131
0.5%
87
91
0.3%
86
86
0.3%
84
84
0.3%
80
80
0.3%
79
79
0.3%
75
94
0.3%
calculated_host_listings_count_private_rooms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

calculated_host_listings_count
0.21
review_scores_communication
-0.21
review_scores_cleanliness
-0.18
review_scores_rating
-0.18
review_scores_checkin
-0.17
host_id
0.16
review_scores_accuracy
-0.16
accommodates
-0.16
review_scores_value
-0.15
id
0.13
bathrooms
0.12
host_listings_count
0.11
number_of_reviews_ltm
-0.09
beds
-0.09

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.82
host_response_rate
0.75
host_response_time
0.28
property_type
0.27
room_type
0.24
bathrooms_text
0.24
host_identity_verified
0.20
host_verifications
0.19
neighbourhood
0.13
neighbourhood_group_cleansed
0.11
instant_bookable
0.10
source
0.07
host_is_superhost
0.06
has_availability
0.03
MOST FREQUENT VALUES

0
15,865
58.8%
1
4,799
17.8%
2
1,702
6.3%
3
1,005
3.7%
4
592
2.2%
5
454
1.7%
19
348
1.3%
6
215
0.8%
7
199
0.7%
16
191
0.7%
175
176
0.7%
9
153
0.6%
8
129
0.5%
10
124
0.5%
17
103
0.4%
SMALLEST VALUES

0
15,865
58.8%
1
4,799
17.8%
2
1,702
6.3%
3
1,005
3.7%
4
592
2.2%
5
454
1.7%
6
215
0.8%
7
199
0.7%
8
129
0.5%
9
153
0.6%
10
124
0.5%
12
48
0.2%
13
47
0.2%
14
60
0.2%
15
78
0.3%
LARGEST VALUES

175
176
0.7%
86
95
0.4%
75
75
0.3%
55
63
0.2%
41
43
0.2%
40
45
0.2%
39
82
0.3%
32
35
0.1%
29
29
0.1%
28
59
0.2%
24
28
0.1%
22
25
<0.1%
21
21
<0.1%
20
20
<0.1%
19
348
1.3%
calculated_host_listings_count_shared_rooms
MISSING:
---
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

host_total_listings_count
0.36
beds
0.14
bathrooms
0.12
host_listings_count
0.09
review_scores_rating
-0.06
availability_365
0.06
review_scores_cleanliness
-0.06
host_id
0.06
accommodates
-0.05
availability_30
0.05
review_scores_accuracy
-0.05
minimum_maximum_nights
-0.04
id
0.04
latitude
-0.04

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

property_type
0.83
room_type
0.64
bathrooms_text
0.46
host_acceptance_rate
0.36
host_response_rate
0.28
neighbourhood_group_cleansed
0.16
instant_bookable
0.08
host_response_time
0.06
host_is_superhost
0.05
host_verifications
0.04
source
0.03
has_availability
0.02
host_identity_verified
0.02
neighbourhood
0.02
MOST FREQUENT VALUES

0
25,989
96.3%
1
630
2.3%
4
62
0.2%
22
56
0.2%
2
50
0.2%
38
42
0.2%
3
37
0.1%
26
29
0.1%
6
20
<0.1%
17
20
<0.1%
15
15
<0.1%
5
12
<0.1%
7
10
<0.1%
8
8
<0.1%
SMALLEST VALUES

0
25,989
96.3%
1
630
2.3%
2
50
0.2%
3
37
0.1%
4
62
0.2%
5
12
<0.1%
6
20
<0.1%
7
10
<0.1%
8
8
<0.1%
15
15
<0.1%
17
20
<0.1%
22
56
0.2%
26
29
0.1%
38
42
0.2%
LARGEST VALUES

38
42
0.2%
26
29
0.1%
22
56
0.2%
17
20
<0.1%
15
15
<0.1%
8
8
<0.1%
7
10
<0.1%
6
20
<0.1%
5
12
<0.1%
4
62
0.2%
3
37
0.1%
2
50
0.2%
1
630
2.3%
0
25,989
96.3%
reviews_per_month
MISSING:
5,697
(21%)
>
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

number_of_reviews_ltm
0.82
number_of_reviews_l30d
0.74
number_of_reviews
0.51
id
0.16
review_scores_value
0.13
minimum_nights_avg_ntm
-0.12
minimum_minimum_nights
-0.12
review_scores_cleanliness
0.11
availability_90
0.11
minimum_nights
-0.11
maximum_minimum_nights
-0.11
review_scores_communication
0.11
review_scores_rating
0.10
review_scores_accuracy
0.10

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

host_acceptance_rate
0.42
host_response_time
0.38
host_response_rate
0.37
host_is_superhost
0.29
source
0.27
host_identity_verified
0.18
neighbourhood_group_cleansed
0.18
has_availability
0.17
instant_bookable
0.16
property_type
0.15
neighbourhood
0.15
room_type
0.11
host_verifications
0.09
bathrooms_text
0.09
MOST FREQUENT VALUES

1.0
393
1.8%
0.02
285
1.3%
0.03
256
1.2%
0.08
220
1.0%
0.01
212
1.0%
0.04
211
1.0%
0.07
211
1.0%
0.05
197
0.9%
0.06
166
0.8%
0.09
166
0.8%
0.1
161
0.8%
0.12
154
0.7%
0.11
150
0.7%
0.17
130
0.6%
0.34
129
0.6%
SMALLEST VALUES

0.01
212
1.0%
0.02
285
1.3%
0.03
256
1.2%
0.04
211
1.0%
0.05
197
0.9%
0.06
166
0.8%
0.07
211
1.0%
0.08
220
1.0%
0.09
166
0.8%
0.1
161
0.8%
0.11
150
0.7%
0.12
154
0.7%
0.13
121
0.6%
0.14
127
0.6%
0.15
128
0.6%
LARGEST VALUES

74.79
1
<0.1%
41.22
1
<0.1%
36.97
1
<0.1%
26.01
1
<0.1%
24.16
1
<0.1%
19.17
1
<0.1%
19.12
1
<0.1%
17.37
1
<0.1%
16.7
1
<0.1%
15.75
1
<0.1%
15.31
1
<0.1%
15.0
1
<0.1%
14.79
1
<0.1%
14.66
1
<0.1%
14.51
1
<0.1%